Pandas Profiling Report

Dataset statistics

Number of variables	80
Number of observations	703245
Missing cells	47
Missing cells (%)	< 0.1%
Total size in memory	429.2 MiB
Average record size in memory	640.0 B

Variable types

Numeric	79
Categorical	1

Alerts

`Bwd PSH Flags` has constant value "0"	Constant
`Fwd URG Flags` has constant value "0"	Constant
`Bwd URG Flags` has constant value "0"	Constant
`CWE Flag Count` has constant value "0"	Constant
`Fwd Avg Bytes/Bulk` has constant value "0"	Constant
`Fwd Avg Packets/Bulk` has constant value "0"	Constant
`Fwd Avg Bulk Rate` has constant value "0"	Constant
`Bwd Avg Bytes/Bulk` has constant value "0"	Constant
`Bwd Avg Packets/Bulk` has constant value "0"	Constant
`Bwd Avg Bulk Rate` has constant value "0"	Constant
`Total Fwd Packets` is highly skewed (γ1 = 330.3791442)	Skewed
`Total Backward Packets` is highly skewed (γ1 = 331.6324841)	Skewed
`Total Length of Fwd Packets` is highly skewed (γ1 = 138.2205652)	Skewed
`Total Length of Bwd Packets` is highly skewed (γ1 = 329.9915096)	Skewed
`Flow IAT Min` is highly skewed (γ1 = 46.52089778)	Skewed
`Fwd Header Length` is highly skewed (γ1 = 325.9194026)	Skewed
`Bwd Header Length` is highly skewed (γ1 = 326.8901591)	Skewed
`RST Flag Count` is highly skewed (γ1 = 85.57160816)	Skewed
`ECE Flag Count` is highly skewed (γ1 = 85.57160816)	Skewed
`Fwd Header Length.1` is highly skewed (γ1 = 325.9194026)	Skewed
`Subflow Fwd Packets` is highly skewed (γ1 = 330.3791442)	Skewed
`Subflow Fwd Bytes` is highly skewed (γ1 = 138.2205652)	Skewed
`Subflow Bwd Packets` is highly skewed (γ1 = 331.6324841)	Skewed
`Subflow Bwd Bytes` is highly skewed (γ1 = 329.9637056)	Skewed
`act_data_pkt_fwd` is highly skewed (γ1 = 334.5114952)	Skewed
`Active Mean` is highly skewed (γ1 = 46.22522346)	Skewed
`Active Std` is highly skewed (γ1 = 57.93163301)	Skewed
`Active Max` is highly skewed (γ1 = 30.57408308)	Skewed
`Active Min` is highly skewed (γ1 = 53.13737246)	Skewed
`Total Backward Packets` has 97136 (13.8%) zeros	Zeros
`Total Length of Fwd Packets` has 114451 (16.3%) zeros	Zeros
`Total Length of Bwd Packets` has 126026 (17.9%) zeros	Zeros
`Fwd Packet Length Max` has 114451 (16.3%) zeros	Zeros
`Fwd Packet Length Min` has 306055 (43.5%) zeros	Zeros
`Fwd Packet Length Mean` has 114451 (16.3%) zeros	Zeros
`Fwd Packet Length Std` has 487176 (69.3%) zeros	Zeros
`Bwd Packet Length Max` has 126026 (17.9%) zeros	Zeros
`Bwd Packet Length Min` has 297117 (42.2%) zeros	Zeros
`Bwd Packet Length Mean` has 126026 (17.9%) zeros	Zeros
`Bwd Packet Length Std` has 513988 (73.1%) zeros	Zeros
`Flow Bytes/s` has 32089 (4.6%) zeros	Zeros
`Flow IAT Std` has 284142 (40.4%) zeros	Zeros
`Flow IAT Min` has 14878 (2.1%) zeros	Zeros
`Fwd IAT Total` has 266313 (37.9%) zeros	Zeros
`Fwd IAT Mean` has 266313 (37.9%) zeros	Zeros
`Fwd IAT Std` has 434687 (61.8%) zeros	Zeros
`Fwd IAT Max` has 266313 (37.9%) zeros	Zeros
`Fwd IAT Min` has 271776 (38.6%) zeros	Zeros
`Bwd IAT Total` has 362154 (51.5%) zeros	Zeros
`Bwd IAT Mean` has 362154 (51.5%) zeros	Zeros
`Bwd IAT Std` has 504862 (71.8%) zeros	Zeros
`Bwd IAT Max` has 362154 (51.5%) zeros	Zeros
`Bwd IAT Min` has 365565 (52.0%) zeros	Zeros
`Fwd PSH Flags` has 679995 (96.7%) zeros	Zeros
`Bwd PSH Flags` has 703245 (100.0%) zeros	Zeros
`Fwd URG Flags` has 703245 (100.0%) zeros	Zeros
`Bwd URG Flags` has 703245 (100.0%) zeros	Zeros
`Bwd Header Length` has 97165 (13.8%) zeros	Zeros
`Bwd Packets/s` has 97570 (13.9%) zeros	Zeros
`Min Packet Length` has 311592 (44.3%) zeros	Zeros
`Max Packet Length` has 32136 (4.6%) zeros	Zeros
`Packet Length Mean` has 32136 (4.6%) zeros	Zeros
`Packet Length Std` has 149526 (21.3%) zeros	Zeros
`Packet Length Variance` has 149526 (21.3%) zeros	Zeros
`FIN Flag Count` has 697678 (99.2%) zeros	Zeros
`SYN Flag Count` has 679995 (96.7%) zeros	Zeros
`RST Flag Count` has 703149 (> 99.9%) zeros	Zeros
`PSH Flag Count` has 391403 (55.7%) zeros	Zeros
`ACK Flag Count` has 503826 (71.6%) zeros	Zeros
`URG Flag Count` has 639678 (91.0%) zeros	Zeros
`CWE Flag Count` has 703245 (100.0%) zeros	Zeros
`ECE Flag Count` has 703149 (> 99.9%) zeros	Zeros
`Down/Up Ratio` has 204465 (29.1%) zeros	Zeros
`Average Packet Size` has 32136 (4.6%) zeros	Zeros
`Avg Fwd Segment Size` has 114451 (16.3%) zeros	Zeros
`Avg Bwd Segment Size` has 126026 (17.9%) zeros	Zeros
`Fwd Avg Bytes/Bulk` has 703245 (100.0%) zeros	Zeros
`Fwd Avg Packets/Bulk` has 703245 (100.0%) zeros	Zeros
`Fwd Avg Bulk Rate` has 703245 (100.0%) zeros	Zeros
`Bwd Avg Bytes/Bulk` has 703245 (100.0%) zeros	Zeros
`Bwd Avg Packets/Bulk` has 703245 (100.0%) zeros	Zeros
`Bwd Avg Bulk Rate` has 703245 (100.0%) zeros	Zeros
`Subflow Fwd Bytes` has 114451 (16.3%) zeros	Zeros
`Subflow Bwd Packets` has 97136 (13.8%) zeros	Zeros
`Subflow Bwd Bytes` has 126026 (17.9%) zeros	Zeros
`Init_Win_bytes_backward` has 185166 (26.3%) zeros	Zeros
`act_data_pkt_fwd` has 286068 (40.7%) zeros	Zeros
`Active Mean` has 571274 (81.2%) zeros	Zeros
`Active Std` has 666256 (94.7%) zeros	Zeros
`Active Max` has 571274 (81.2%) zeros	Zeros
`Active Min` has 571274 (81.2%) zeros	Zeros
`Idle Mean` has 571083 (81.2%) zeros	Zeros
`Idle Std` has 649318 (92.3%) zeros	Zeros
`Idle Max` has 571083 (81.2%) zeros	Zeros
`Idle Min` has 571083 (81.2%) zeros	Zeros

Reproduction

Analysis started	2022-03-18 15:29:32.651349
Analysis finished	2022-03-18 15:29:41.896843
Duration	9.25 seconds
Software version	pandas-profiling v3.1.0
Download configuration	config.json

df_index
Real number (ℝ_≥0)

Distinct	286467
Distinct (%)	40.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	120524.8889

Minimum	0
Maximum	286466
Zeros	3
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	5.4 MiB

Quantile statistics

Minimum	0
5-th percentile	11720.2
Q1	58603
median	117207
Q3	175811
95-th percentile	251303.8
Maximum	286466
Range	286466
Interquartile range (IQR)	117208

Descriptive statistics

Standard deviation	73306.21324
Coefficient of variation (CV)	0.6082246906
Kurtosis	-0.8652272177
Mean	120524.8889
Median Absolute Deviation (MAD)	58604
Skewness	0.2459153225
Sum	8.475852548 × 10¹⁰
Variance	5373800900
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	3	< 0.1%
127358	3	< 0.1%
127349	3	< 0.1%
127350	3	< 0.1%
127351	3	< 0.1%
127352	3	< 0.1%
127353	3	< 0.1%
127354	3	< 0.1%
127355	3	< 0.1%
127356	3	< 0.1%
Other values (286457)	703215	> 99.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	3	< 0.1%
1	3	< 0.1%
2	3	< 0.1%
3	3	< 0.1%
4	3	< 0.1%

Value	Count	Frequency (%)
286466	1	< 0.1%
286465	1	< 0.1%
286464	1	< 0.1%
286463	1	< 0.1%
286462	1	< 0.1%

Destination Port
Real number (ℝ_≥0)

Distinct	38213
Distinct (%)	5.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	7962.735034

Minimum	0
Maximum	65532
Zeros	307
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	5.4 MiB

Quantile statistics

Minimum	0
5-th percentile	53
Q1	53
median	80
Q3	3324
95-th percentile	54068
Maximum	65532
Range	65532
Interquartile range (IQR)	3271

Descriptive statistics

Standard deviation	17263.04249
Coefficient of variation (CV)	2.167979019
Kurtosis	3.124953388
Mean	7962.735034
Median Absolute Deviation (MAD)	27
Skewness	2.177968913
Sum	5599753599
Variance	298012635.9
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
53	180971	25.7%
80	174307	24.8%
443	79648	11.3%
123	4562	0.6%
8080	2549	0.4%
22	2261	0.3%
389	1540	0.2%
137	1473	0.2%
88	1242	0.2%
21	1226	0.2%
Other values (38203)	253466	36.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	307	< 0.1%
1	160	< 0.1%
3	160	< 0.1%
4	160	< 0.1%
6	160	< 0.1%

Value	Count	Frequency (%)
65532	3	< 0.1%
65531	3	< 0.1%
65530	2	< 0.1%
65529	2	< 0.1%
65528	2	< 0.1%

Flow Duration
Real number (ℝ)

Distinct	314197
Distinct (%)	44.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	10568220.33

Minimum	-13
Maximum	119999993
Zeros	527
Zeros (%)	0.1%
Negative	47
Negative (%)	< 0.1%
Memory size	5.4 MiB

Quantile statistics

Minimum	-13
5-th percentile	18
Q1	68
median	30745
Q3	1810259
95-th percentile	90705085.2
Maximum	119999993
Range	120000006
Interquartile range (IQR)	1810191

Descriptive statistics

Standard deviation	28150506.57
Coefficient of variation (CV)	2.66369414
Kurtosis	6.583205026
Mean	10568220.33
Median Absolute Deviation (MAD)	30712
Skewness	2.818947941
Sum	7.432048108 × 10¹²
Variance	7.9245102 × 10¹⁴
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
43	13019	1.9%
44	12111	1.7%
3	9350	1.3%
49	9020	1.3%
48	6754	1.0%
42	6087	0.9%
4	5794	0.8%
45	5409	0.8%
54	4260	0.6%
55	3848	0.5%
Other values (314187)	627593	89.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-13	1	< 0.1%
-12	2	< 0.1%
-2	1	< 0.1%
-1	43	< 0.1%
0	527	0.1%

Value	Count	Frequency (%)
119999993	1	< 0.1%
119999949	1	< 0.1%
119999943	1	< 0.1%
119999937	1	< 0.1%
119999914	1	< 0.1%

Total Fwd Packets
Real number (ℝ_≥0)

SKEWED

Distinct	651
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	6.735626986

Minimum	1
Maximum	207964
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	5.4 MiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	1
median	2
Q3	4
95-th percentile	15
Maximum	207964
Range	207963
Interquartile range (IQR)	3

Descriptive statistics

Standard deviation	572.3633905
Coefficient of variation (CV)	84.97551775
Kurtosis	111988.5035
Mean	6.735626986
Median Absolute Deviation (MAD)	1
Skewness	330.3791442
Sum	4736796
Variance	327599.8508
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	264342	37.6%
2	170038	24.2%
3	82345	11.7%
4	42454	6.0%
5	32512	4.6%
8	24792	3.5%
6	11369	1.6%
7	11132	1.6%
9	10969	1.6%
10	4911	0.7%
Other values (641)	48381	6.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1	264342	37.6%
2	170038	24.2%
3	82345	11.7%
4	42454	6.0%
5	32512	4.6%

Value	Count	Frequency (%)
207964	1	< 0.1%
206687	1	< 0.1%
197473	1	< 0.1%
196265	1	< 0.1%
180262	1	< 0.1%

Total Backward Packets
Real number (ℝ_≥0)

SKEWED
ZEROS

Distinct	823
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	7.360662358

Minimum	0
Maximum	284602
Zeros	97136
Zeros (%)	13.8%
Negative	0
Negative (%)	0.0%
Memory size	5.4 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	1
median	1
Q3	4
95-th percentile	14
Maximum	284602
Range	284602
Interquartile range (IQR)	3

Descriptive statistics

Standard deviation	771.5897457
Coefficient of variation (CV)	104.8261295
Kurtosis	112921.5848
Mean	7.360662358
Median Absolute Deviation (MAD)	1
Skewness	331.6324841
Sum	5176349
Variance	595350.7356
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	264681	37.6%
2	142892	20.3%
0	97136	13.8%
5	48342	6.9%
6	37765	5.4%
4	33477	4.8%
9	9563	1.4%
7	8263	1.2%
3	6484	0.9%
10	5968	0.8%
Other values (813)	48674	6.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	97136	13.8%
1	264681	37.6%
2	142892	20.3%
3	6484	0.9%
4	33477	4.8%

Value	Count	Frequency (%)
284602	1	< 0.1%
281741	1	< 0.1%
265615	1	< 0.1%
265594	1	< 0.1%
233086	1	< 0.1%

Total Length of Fwd Packets
Real number (ℝ_≥0)

SKEWED
ZEROS

Distinct	8702
Distinct (%)	1.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	559.623447

Minimum	0
Maximum	1235152
Zeros	114451
Zeros (%)	16.3%
Negative	0
Negative (%)	0.0%
Memory size	5.4 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	2
median	30
Q3	80
95-th percentile	1763
Maximum	1235152
Range	1235152
Interquartile range (IQR)	78

Descriptive statistics

Standard deviation	4685.555384
Coefficient of variation (CV)	8.37269312
Kurtosis	31619.29112
Mean	559.623447
Median Absolute Deviation (MAD)	30
Skewness	138.2205652
Sum	393552391
Variance	21954429.26
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	114451	16.3%
2	77985	11.1%
26	56780	8.1%
6	36429	5.2%
12	30593	4.4%
24	23157	3.3%
30	22328	3.2%
56	22088	3.1%
64	12205	1.7%
62	9544	1.4%
Other values (8692)	297685	42.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	114451	16.3%
2	77985	11.1%
4	120	< 0.1%
6	36429	5.2%
7	34	< 0.1%

Value	Count	Frequency (%)
1235152	1	< 0.1%
1231684	1	< 0.1%
1168497	1	< 0.1%
1160947	1	< 0.1%
1062717	1	< 0.1%

Total Length of Bwd Packets
Real number (ℝ_≥0)

SKEWED
ZEROS

Distinct	22080
Distinct (%)	3.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	10726.95869

Minimum	0
Maximum	627000000
Zeros	126026
Zeros (%)	17.9%
Negative	0
Negative (%)	0.0%
Memory size	5.4 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	6
median	56
Q3	348
95-th percentile	11607
Maximum	627000000
Range	627000000
Interquartile range (IQR)	342

Descriptive statistics

Standard deviation	1728003.233
Coefficient of variation (CV)	161.0897629
Kurtosis	111848.9857
Mean	10726.95869
Median Absolute Deviation (MAD)	56
Skewness	329.9915096
Sum	7543680066
Variance	2.985995173 × 10¹²
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
6	183964	26.2%
0	126026	17.9%
11607	42875	6.1%
11601	38471	5.5%
30	10435	1.5%
46	6393	0.9%
62	5286	0.8%
26	5228	0.7%
96	4549	0.6%
36	4501	0.6%
Other values (22070)	275517	39.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	126026	17.9%
1	1	< 0.1%
2	1208	0.2%
4	120	< 0.1%
6	183964	26.2%

Value	Count	Frequency (%)
627000000	1	< 0.1%
611000000	1	< 0.1%
607000000	1	< 0.1%
578000000	1	< 0.1%
574000000	1	< 0.1%

Fwd Packet Length Max
Real number (ℝ_≥0)

ZEROS

Distinct	3509
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	253.3421638

Minimum	0
Maximum	24820
Zeros	114451
Zeros (%)	16.3%
Negative	0
Negative (%)	0.0%
Memory size	5.4 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	2
median	20
Q3	45
95-th percentile	790
Maximum	24820
Range	24820
Interquartile range (IQR)	43

Descriptive statistics

Standard deviation	1132.537365
Coefficient of variation (CV)	4.470386406
Kurtosis	58.67457615
Mean	253.3421638
Median Absolute Deviation (MAD)	18
Skewness	7.144347779
Sum	178161610
Variance	1282640.884
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
6	116410	16.6%
0	114451	16.3%
20	81376	11.6%
2	77985	11.1%
31	15623	2.2%
32	11777	1.7%
46	10795	1.5%
44	8337	1.2%
34	8041	1.1%
48	8007	1.1%
Other values (3499)	250443	35.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	114451	16.3%
2	77985	11.1%
4	120	< 0.1%
6	116410	16.6%
7	36	< 0.1%

Value	Count	Frequency (%)
24820	2	< 0.1%
23360	19	< 0.1%
21900	4	< 0.1%
21600	1	< 0.1%
20440	6	< 0.1%

Fwd Packet Length Min
Real number (ℝ_≥0)

ZEROS

Distinct	221
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	19.65889697

Minimum	0
Maximum	2325
Zeros	306055
Zeros (%)	43.5%
Negative	0
Negative (%)	0.0%
Memory size	5.4 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	2
Q3	31
95-th percentile	51
Maximum	2325
Range	2325
Interquartile range (IQR)	31

Descriptive statistics

Standard deviation	96.64890679
Coefficient of variation (CV)	4.91629347
Kurtosis	184.3402267
Mean	19.65889697
Median Absolute Deviation (MAD)	2
Skewness	13.34287848
Sum	13825021
Variance	9341.011185
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	306055	43.5%
6	125962	17.9%
2	78440	11.2%
32	11844	1.7%
44	8730	1.2%
48	8119	1.2%
34	8093	1.2%
42	8016	1.1%
35	7976	1.1%
33	7808	1.1%
Other values (211)	132202	18.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	306055	43.5%
2	78440	11.2%
5	1	< 0.1%
6	125962	17.9%
7	1	< 0.1%

Value	Count	Frequency (%)
2325	1	< 0.1%
1472	98	< 0.1%
1460	9	< 0.1%
1458	1	< 0.1%
1448	4	< 0.1%

Fwd Packet Length Mean
Real number (ℝ_≥0)

ZEROS

Distinct	27746
Distinct (%)	3.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	76.83530369

Minimum	0
Maximum	5940.857143
Zeros	114451
Zeros (%)	16.3%
Negative	0
Negative (%)	0.0%
Memory size	5.4 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	2
median	8.666666667
Q3	42
95-th percentile	147.3333333
Maximum	5940.857143
Range	5940.857143
Interquartile range (IQR)	40

Descriptive statistics

Standard deviation	303.0482573
Coefficient of variation (CV)	3.9441278
Kurtosis	37.88278044
Mean	76.83530369
Median Absolute Deviation (MAD)	8.666666667
Skewness	6.043745133
Sum	54034043.15
Variance	91838.24627
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	114451	16.3%
6	109867	15.6%
2	78207	11.1%
8.666666667	56619	8.1%
7	18117	2.6%
32	11803	1.7%
44	8370	1.2%
48	8226	1.2%
34	8056	1.1%
35	7941	1.1%
Other values (27736)	281588	40.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	114451	16.3%
0.041189374	1	< 0.1%
0.04122454	1	< 0.1%
0.05120943	1	< 0.1%
0.06482547	1	< 0.1%

Value	Count	Frequency (%)
5940.857143	1	< 0.1%
5939.285714	1	< 0.1%
5675.444444	1	< 0.1%
5560.297297	1	< 0.1%
5483.558824	1	< 0.1%

Fwd Packet Length Std
Real number (ℝ_≥0)

ZEROS

Distinct	48790
Distinct (%)	6.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	92.63835291

Minimum	0
Maximum	7049.469004
Zeros	487176
Zeros (%)	69.3%
Negative	0
Negative (%)	0.0%
Memory size	5.4 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	10.26320288
95-th percentile	246.2352639
Maximum	7049.469004
Range	7049.469004
Interquartile range (IQR)	10.26320288

Descriptive statistics

Standard deviation	473.1596722
Coefficient of variation (CV)	5.107600225
Kurtosis	59.33867585
Mean	92.63835291
Median Absolute Deviation (MAD)	0
Skewness	7.357084526
Sum	65147458.49
Variance	223880.0754
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	487176	69.3%
10.26320288	56622	8.1%
5.656854249	18391	2.6%
3.464101615	5295	0.8%
5.30199124	4057	0.6%
14.43375673	3428	0.5%
21.92031022	3205	0.5%
20.1246118	2808	0.4%
17.67766953	2520	0.4%
14.14213562	1437	0.2%
Other values (48780)	118306	16.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	487176	69.3%
0.516397779	18	< 0.1%
0.534522484	4	< 0.1%
0.577350269	68	< 0.1%
0.703731551	1	< 0.1%

Value	Count	Frequency (%)
7049.469004	1	< 0.1%
6692.644993	2	< 0.1%
5796.50069	19	< 0.1%
5795.50069	98	< 0.1%
5762.073497	1	< 0.1%

Bwd Packet Length Max
Real number (ℝ_≥0)

ZEROS

Distinct	3758
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1061.408849

Minimum	0
Maximum	13032
Zeros	126026
Zeros (%)	17.9%
Negative	0
Negative (%)	0.0%
Memory size	5.4 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	6
median	37
Q3	190
95-th percentile	7215
Maximum	13032
Range	13032
Interquartile range (IQR)	184

Descriptive statistics

Standard deviation	2459.757593
Coefficient of variation (CV)	2.317445908
Kurtosis	6.40281206
Mean	1061.408849
Median Absolute Deviation (MAD)	37
Skewness	2.665605008
Sum	746430466
Variance	6050407.418
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
6	206328	29.3%
0	126026	17.9%
5840	20666	2.9%
4380	17594	2.5%
20	14353	2.0%
1460	11637	1.7%
8760	10015	1.4%
11595	8703	1.2%
7215	7542	1.1%
48	7433	1.1%
Other values (3748)	272948	38.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	126026	17.9%
1	1	< 0.1%
2	1209	0.2%
4	121	< 0.1%
6	206328	29.3%

Value	Count	Frequency (%)
13032	2	< 0.1%
11680	8	< 0.1%
11595	8703	1.2%
11584	1	< 0.1%
10719	1	< 0.1%

Bwd Packet Length Min
Real number (ℝ_≥0)

ZEROS

Distinct	431
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	32.79846426

Minimum	0
Maximum	1639
Zeros	297117
Zeros (%)	42.2%
Negative	0
Negative (%)	0.0%
Memory size	5.4 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	6
Q3	48
95-th percentile	155
Maximum	1639
Range	1639
Interquartile range (IQR)	48

Descriptive statistics

Standard deviation	63.94235739
Coefficient of variation (CV)	1.949553396
Kurtosis	95.78890029
Mean	32.79846426
Median Absolute Deviation (MAD)	6
Skewness	5.889784646
Sum	23065356
Variance	4088.625068
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	297117	42.2%
6	208136	29.6%
48	7460	1.1%
2	5208	0.7%
46	5074	0.7%
102	4543	0.6%
132	3285	0.5%
79	2856	0.4%
23	2575	0.4%
94	2555	0.4%
Other values (421)	164436	23.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	297117	42.2%
2	5208	0.7%
4	121	< 0.1%
6	208136	29.6%
12	1	< 0.1%

Value	Count	Frequency (%)
1639	1	< 0.1%
1460	12	< 0.1%
1454	3	< 0.1%
1452	3	< 0.1%
1448	6	< 0.1%

Bwd Packet Length Mean
Real number (ℝ_≥0)

ZEROS

Distinct	37181
Distinct (%)	5.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	362.2718547

Minimum	0
Maximum	5800.5
Zeros	126026
Zeros (%)	17.9%
Negative	0
Negative (%)	0.0%
Memory size	5.4 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	6
median	23
Q3	162
95-th percentile	2321.4
Maximum	5800.5
Range	5800.5
Interquartile range (IQR)	156

Descriptive statistics

Standard deviation	757.4642026
Coefficient of variation (CV)	2.090872346
Kurtosis	3.79284377
Mean	362.2718547
Median Absolute Deviation (MAD)	23
Skewness	2.277395929
Sum	254765870.4
Variance	573752.0182
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
6	201949	28.7%
0	126026	17.9%
2321.4	20311	2.9%
1934.5	13156	1.9%
1933.5	12251	1.7%
2900.25	12244	1.7%
2320.2	11746	1.7%
2901.75	8446	1.2%
48	7435	1.1%
46	5059	0.7%
Other values (37171)	284622	40.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	126026	17.9%
0.333333333	1	< 0.1%
0.461538462	15	< 0.1%
0.666666667	5	< 0.1%
1	4	< 0.1%

Value	Count	Frequency (%)
5800.5	1	< 0.1%
3869	30	< 0.1%
3867	287	< 0.1%
3787.339614	1	< 0.1%
3697.843532	1	< 0.1%

Bwd Packet Length Std
Real number (ℝ_≥0)

ZEROS

Distinct	48772
Distinct (%)	6.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	450.3165124

Minimum	0
Maximum	8194.660487
Zeros	513988
Zeros (%)	73.1%
Negative	0
Negative (%)	0.0%
Memory size	5.4 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	5.783117191
95-th percentile	3327.769794
Maximum	8194.660487
Range	8194.660487
Interquartile range (IQR)	5.783117191

Descriptive statistics

Standard deviation	1135.086387
Coefficient of variation (CV)	2.520641272
Kurtosis	8.185297416
Mean	450.3165124
Median Absolute Deviation (MAD)	0
Skewness	2.921165005
Sum	316682835.8
Variance	1288421.105
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	513988	73.1%
5795.50069	8404	1.2%
4128.319301	7346	1.0%
2538.919278	6171	0.9%
4413.201989	6113	0.9%
1757.789948	5806	0.8%
3327.769794	5723	0.8%
2177.344966	4801	0.7%
5.30199124	4767	0.7%
9.899494937	4721	0.7%
Other values (48762)	135405	19.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	513988	73.1%
0.516397779	2	< 0.1%
0.577350269	24	< 0.1%
0.707106781	91	< 0.1%
1.060660172	1	< 0.1%

Value	Count	Frequency (%)
8194.660487	1	< 0.1%
6692.644993	268	< 0.1%
6690.91227	30	< 0.1%
5795.50069	8404	1.2%
5476.71407	2	< 0.1%

Flow Bytes/s
Real number (ℝ)

ZEROS

Distinct	401585
Distinct (%)	57.1%
Missing	47
Missing (%)	< 0.1%
Infinite	480
Infinite (%)	0.1%
Mean	inf

Minimum	-193000000
Maximum	inf
Zeros	32089
Zeros (%)	4.6%
Negative	46
Negative (%)	< 0.1%
Memory size	5.4 MiB

Quantile statistics

Minimum	-193000000
5-th percentile	1.990763719
Q1	162.2212165
median	13089.3417
Q3	177777.7778
95-th percentile	1761904.762
Maximum	inf
Range	inf
Interquartile range (IQR)	177615.5566

Descriptive statistics

Standard deviation	nan
Coefficient of variation (CV)	nan
Kurtosis	nan
Mean	inf
Median Absolute Deviation (MAD)	13089.3417
Skewness	nan
Sum	inf
Variance	nan
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	32089	4.6%
186046.5116	6646	0.9%
181818.1818	6475	0.9%
136363.6364	6209	0.9%
139534.8837	6167	0.9%
4000000	4654	0.7%
122448.9796	4153	0.6%
142857.1429	4102	0.6%
133333.3333	3926	0.6%
125000	3903	0.6%
Other values (401575)	624874	88.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-193000000	1	< 0.1%
-12000000	13	< 0.1%
-8000000	13	< 0.1%
-6000000	15	< 0.1%
-4000000	1	< 0.1%

Value	Count	Frequency (%)
inf	480	0.1%
2070000000	33	< 0.1%
1040000000	112	< 0.1%
690000000	6	< 0.1%
617000000	167	< 0.1%

Flow Packets/s
Real number (ℝ)

Distinct	336477
Distinct (%)	47.8%
Missing	0
Missing (%)	0.0%
Infinite	527
Infinite (%)	0.1%
Mean	inf

Minimum	-2000000
Maximum	inf
Zeros	0
Zeros (%)	0.0%
Negative	47
Negative (%)	< 0.1%
Memory size	5.4 MiB

Quantile statistics

Minimum	-2000000
5-th percentile	0.1941563122
Q1	4.382918015
median	129.2532394
Q3	30303.0303
95-th percentile	117647.0588
Maximum	inf
Range	inf
Interquartile range (IQR)	30298.64738

Descriptive statistics

Standard deviation	nan
Coefficient of variation (CV)	nan
Kurtosis	nan
Mean	inf
Median Absolute Deviation (MAD)	129.0773411
Skewness	nan
Sum	inf
Variance	nan
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
46511.62791	12981	1.8%
45454.54545	12135	1.7%
666666.6667	9271	1.3%
40816.32653	8727	1.2%
41666.66667	6621	0.9%
47619.04762	6112	0.9%
44444.44444	5356	0.8%
500000	4927	0.7%
37037.03704	4233	0.6%
36363.63636	3760	0.5%
Other values (336467)	629122	89.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-2000000	43	< 0.1%
-1000000	1	< 0.1%
-166666.6667	2	< 0.1%
-153846.1538	1	< 0.1%
0.016748648	1	< 0.1%

Value	Count	Frequency (%)
inf	527	0.1%
3000000	60	< 0.1%
2500000	1	< 0.1%
2000000	3450	0.5%
1666666.667	6	< 0.1%

Flow IAT Mean
Real number (ℝ)

Distinct	332303
Distinct (%)	47.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	908835.3405

Minimum	-13
Maximum	119000000
Zeros	527
Zeros (%)	0.1%
Negative	47
Negative (%)	< 0.1%
Memory size	5.4 MiB

Quantile statistics

Minimum	-13
5-th percentile	16
Q1	57.66666667
median	9835
Q3	268122
95-th percentile	5596843.385
Maximum	119000000
Range	119000013
Interquartile range (IQR)	268064.3333

Descriptive statistics

Standard deviation	3050189.684
Coefficient of variation (CV)	3.356152152
Kurtosis	129.6023911
Mean	908835.3405
Median Absolute Deviation (MAD)	9816
Skewness	8.994831042
Sum	6.39133909 × 10¹¹
Variance	9.30365711 × 10¹²
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
43	13062	1.9%
44	12153	1.7%
3	9281	1.3%
49	9062	1.3%
48	6870	1.0%
42	6136	0.9%
45	5491	0.8%
4	4872	0.7%
54	4802	0.7%
55	4399	0.6%
Other values (332293)	627117	89.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-13	1	< 0.1%
-12	2	< 0.1%
-2	1	< 0.1%
-1	43	< 0.1%
0	527	0.1%

Value	Count	Frequency (%)
119000000	1	< 0.1%
118000000	1	< 0.1%
113000000	1	< 0.1%
107000000	2	< 0.1%
103000000	1	< 0.1%

Flow IAT Std
Real number (ℝ_≥0)

ZEROS

Distinct	291716
Distinct (%)	41.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2096191.379

Minimum	0
Maximum	84800000
Zeros	284142
Zeros (%)	40.4%
Negative	0
Negative (%)	0.0%
Memory size	5.4 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	118.3568052
Q3	653696.2631
95-th percentile	17900000
Maximum	84800000
Range	84800000
Interquartile range (IQR)	653696.2631

Descriptive statistics

Standard deviation	6169961.297
Coefficient of variation (CV)	2.943415071
Kurtosis	27.71086934
Mean	2096191.379
Median Absolute Deviation (MAD)	118.3568052
Skewness	4.652670335
Sum	1.474136107 × 10¹²
Variance	3.806842241 × 10¹³
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	284142	40.4%
1.414213562	872	0.1%
20700000	642	0.1%
20300000	616	0.1%
20600000	543	0.1%
20500000	522	0.1%
20000000	498	0.1%
20200000	485	0.1%
2.121320344	463	0.1%
20800000	457	0.1%
Other values (291706)	414005	58.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	284142	40.4%
0.288675135	1	< 0.1%
0.389249472	8	< 0.1%
0.40824829	1	< 0.1%
0.452267017	11	< 0.1%

Value	Count	Frequency (%)
84800000	2	< 0.1%
84700000	1	< 0.1%
84100000	1	< 0.1%
80600000	1	< 0.1%
74400000	1	< 0.1%

Flow IAT Max
Real number (ℝ)

Distinct	220670
Distinct (%)	31.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	6322294.594

Minimum	-13
Maximum	120000000
Zeros	527
Zeros (%)	0.1%
Negative	47
Negative (%)	< 0.1%
Memory size	5.4 MiB

Quantile statistics

Minimum	-13
5-th percentile	17
Q1	67
median	29427
Q3	1771392
95-th percentile	60100000
Maximum	120000000
Range	120000013
Interquartile range (IQR)	1771325

Descriptive statistics

Standard deviation	18617379.96
Coefficient of variation (CV)	2.944718833
Kurtosis	11.98261549
Mean	6322294.594
Median Absolute Deviation (MAD)	29393
Skewness	3.587482347
Sum	4.446122062 × 10¹²
Variance	3.466068365 × 10¹⁴
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
10000000	20982	3.0%
43	13032	1.9%
44	12119	1.7%
3	10206	1.5%
49	9590	1.4%
48	7697	1.1%
42	6089	0.9%
10200000	5732	0.8%
4	5513	0.8%
45	5425	0.8%
Other values (220660)	606860	86.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-13	1	< 0.1%
-12	2	< 0.1%
-2	1	< 0.1%
-1	43	< 0.1%
0	527	0.1%

Value	Count	Frequency (%)
120000000	58	< 0.1%
119000000	91	< 0.1%
118000000	89	< 0.1%
117000000	77	< 0.1%
116000000	63	< 0.1%

Flow IAT Min
Real number (ℝ)

SKEWED
ZEROS

Distinct	41613
Distinct (%)	5.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	45356.80082

Minimum	-13
Maximum	119000000
Zeros	14878
Zeros (%)	2.1%
Negative	509
Negative (%)	0.1%
Memory size	5.4 MiB

Quantile statistics

Minimum	-13
5-th percentile	1
Q1	3
median	17
Q3	60
95-th percentile	47407
Maximum	119000000
Range	119000013
Interquartile range (IQR)	57

Descriptive statistics

Standard deviation	1328392.951
Coefficient of variation (CV)	29.2876245
Kurtosis	2412.346874
Mean	45356.80082
Median Absolute Deviation (MAD)	16
Skewness	46.52089778
Sum	3.18969434 × 10¹⁰
Variance	1.764627832 × 10¹²
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
3	126433	18.0%
1	93663	13.3%
4	53389	7.6%
2	23889	3.4%
48	18690	2.7%
0	14878	2.1%
43	13890	2.0%
49	13560	1.9%
44	13115	1.9%
5	7513	1.1%
Other values (41603)	324225	46.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-13	3	< 0.1%
-12	4	< 0.1%
-11	1	< 0.1%
-10	1	< 0.1%
-6	1	< 0.1%

Value	Count	Frequency (%)
119000000	1	< 0.1%
118000000	1	< 0.1%
113000000	1	< 0.1%
107000000	2	< 0.1%
103000000	1	< 0.1%

Fwd IAT Total
Real number (ℝ_≥0)

ZEROS

Distinct	132197
Distinct (%)	18.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	10169554.22

Minimum	0
Maximum	120000000
Zeros	266313
Zeros (%)	37.9%
Negative	0
Negative (%)	0.0%
Memory size	5.4 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	4
Q3	253339
95-th percentile	90100000
Maximum	120000000
Range	120000000
Interquartile range (IQR)	253339

Descriptive statistics

Standard deviation	28055188
Coefficient of variation (CV)	2.758743147
Kurtosis	6.759750945
Mean	10169554.22
Median Absolute Deviation (MAD)	4
Skewness	2.851721282
Sum	7.151688155 × 10¹²
Variance	7.870935737 × 10¹⁴
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	266313	37.9%
3	51243	7.3%
4	29352	4.2%
1	23412	3.3%
48	11454	1.6%
49	7849	1.1%
116000000	7566	1.1%
2	4058	0.6%
118000000	3879	0.6%
117000000	3510	0.5%
Other values (132187)	294609	41.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	266313	37.9%
1	23412	3.3%
2	4058	0.6%
3	51243	7.3%
4	29352	4.2%

Value	Count	Frequency (%)
120000000	969	0.1%
119000000	1738	0.2%
118000000	3879	0.6%
117000000	3510	0.5%
116000000	7566	1.1%

Fwd IAT Mean
Real number (ℝ_≥0)

ZEROS

Distinct	188243
Distinct (%)	26.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1711846.708

Minimum	0
Maximum	120000000
Zeros	266313
Zeros (%)	37.9%
Negative	0
Negative (%)	0.0%
Memory size	5.4 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	4
Q3	52128
95-th percentile	10300000
Maximum	120000000
Range	120000000
Interquartile range (IQR)	52128

Descriptive statistics

Standard deviation	7444102.062
Coefficient of variation (CV)	4.348579828
Kurtosis	109.7296741
Mean	1711846.708
Median Absolute Deviation (MAD)	4
Skewness	9.450035893
Sum	1.203847638 × 10¹²
Variance	5.541465551 × 10¹³
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	266313	37.9%
3	51182	7.3%
4	28154	4.0%
1	23672	3.4%
48	11360	1.6%
49	7673	1.1%
2	5056	0.7%
47	2648	0.4%
11500000	1852	0.3%
11200000	1148	0.2%
Other values (188233)	304187	43.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	266313	37.9%
0.5	53	< 0.1%
0.666666667	5	< 0.1%
0.75	2	< 0.1%
1	23672	3.4%

Value	Count	Frequency (%)
120000000	25	< 0.1%
119000000	73	< 0.1%
118000000	58	< 0.1%
117000000	53	< 0.1%
116000000	44	< 0.1%

Fwd IAT Std
Real number (ℝ_≥0)

ZEROS

Distinct	175407
Distinct (%)	24.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2189079.134

Minimum	0
Maximum	83500000
Zeros	434687
Zeros (%)	61.8%
Negative	0
Negative (%)	0.0%
Memory size	5.4 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	26253.40326
95-th percentile	20000000
Maximum	83500000
Range	83500000
Interquartile range (IQR)	26253.40326

Descriptive statistics

Standard deviation	7006787.998
Coefficient of variation (CV)	3.200792464
Kurtosis	17.27817029
Mean	2189079.134
Median Absolute Deviation (MAD)	0
Skewness	4.10695639
Sum	1.539458956 × 10¹²
Variance	4.909507804 × 10¹³
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	434687	61.8%
1.414213562	1091	0.2%
2.121320344	537	0.1%
27100000	378	0.1%
32900000	371	0.1%
27000000	370	0.1%
28800000	364	0.1%
29600000	360	0.1%
26300000	353	0.1%
26200000	341	< 0.1%
Other values (175397)	264393	37.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	434687	61.8%
0.288675135	1	< 0.1%
0.389249472	8	< 0.1%
0.452267017	11	< 0.1%
0.492365964	5	< 0.1%

Value	Count	Frequency (%)
83500000	1	< 0.1%
81900000	1	< 0.1%
81200000	1	< 0.1%
80900000	2	< 0.1%
80600000	1	< 0.1%

Fwd IAT Max
Real number (ℝ_≥0)

ZEROS

Distinct	131429
Distinct (%)	18.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	6103958.489

Minimum	0
Maximum	120000000
Zeros	266313
Zeros (%)	37.9%
Negative	0
Negative (%)	0.0%
Memory size	5.4 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	4
Q3	147194
95-th percentile	60000000
Maximum	120000000
Range	120000000
Interquartile range (IQR)	147194

Descriptive statistics

Standard deviation	18915440.52
Coefficient of variation (CV)	3.098880923
Kurtosis	12.16313661
Mean	6103958.489
Median Absolute Deviation (MAD)	4
Skewness	3.622251885
Sum	4.292578288 × 10¹²
Variance	3.5779389 × 10¹⁴
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	266313	37.9%
3	52340	7.4%
4	28901	4.1%
1	23714	3.4%
10000000	13596	1.9%
48	11616	1.7%
10100000	10337	1.5%
49	7880	1.1%
10200000	6406	0.9%
2	3882	0.6%
Other values (131419)	278260	39.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	266313	37.9%
1	23714	3.4%
2	3882	0.6%
3	52340	7.4%
4	28901	4.1%

Value	Count	Frequency (%)
120000000	61	< 0.1%
119000000	90	< 0.1%
118000000	92	< 0.1%
117000000	70	< 0.1%
116000000	64	< 0.1%

Fwd IAT Min
Real number (ℝ)

ZEROS

Distinct	30140
Distinct (%)	4.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	629920.466

Minimum	-12
Maximum	120000000
Zeros	271776
Zeros (%)	38.6%
Negative	6
Negative (%)	< 0.1%
Memory size	5.4 MiB

Quantile statistics

Minimum	-12
5-th percentile	0
Q1	0
median	3
Q3	48
95-th percentile	13576.2
Maximum	120000000
Range	120000012
Interquartile range (IQR)	48

Descriptive statistics

Standard deviation	6786680.999
Coefficient of variation (CV)	10.77386966
Kurtosis	166.1757215
Mean	629920.466
Median Absolute Deviation (MAD)	3
Skewness	12.47454723
Sum	4.429884181 × 10¹¹
Variance	4.605903899 × 10¹³
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	271776	38.6%
3	96624	13.7%
1	64170	9.1%
4	48409	6.9%
48	19286	2.7%
49	14085	2.0%
2	11991	1.7%
47	4479	0.6%
5	2734	0.4%
18	1820	0.3%
Other values (30130)	167871	23.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-12	1	< 0.1%
-1	5	< 0.1%
0	271776	38.6%
1	64170	9.1%
2	11991	1.7%

Value	Count	Frequency (%)
120000000	25	< 0.1%
119000000	73	< 0.1%
118000000	58	< 0.1%
117000000	53	< 0.1%
116000000	44	< 0.1%

Bwd IAT Total
Real number (ℝ_≥0)

ZEROS

Distinct	136223
Distinct (%)	19.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	6960247.944

Minimum	0
Maximum	120000000
Zeros	362154
Zeros (%)	51.5%
Negative	0
Negative (%)	0.0%
Memory size	5.4 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	84521
95-th percentile	71200000
Maximum	120000000
Range	120000000
Interquartile range (IQR)	84521

Descriptive statistics

Standard deviation	24127553.65
Coefficient of variation (CV)	3.466479046
Kurtosis	12.202732
Mean	6960247.944
Median Absolute Deviation (MAD)	0
Skewness	3.663536572
Sum	4.894759565 × 10¹²
Variance	5.821388453 × 10¹⁴
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	362154	51.5%
3	39381	5.6%
4	29040	4.1%
48	25903	3.7%
49	11809	1.7%
1	10681	1.5%
111000000	5611	0.8%
47	4404	0.6%
2	4083	0.6%
110000000	3076	0.4%
Other values (136213)	207103	29.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	362154	51.5%
1	10681	1.5%
2	4083	0.6%
3	39381	5.6%
4	29040	4.1%

Value	Count	Frequency (%)
120000000	495	0.1%
119000000	1162	0.2%
118000000	2836	0.4%
117000000	2125	0.3%
116000000	661	0.1%

Bwd IAT Mean
Real number (ℝ_≥0)

ZEROS

Distinct	188604
Distinct (%)	26.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1187668.392

Minimum	0
Maximum	120000000
Zeros	362154
Zeros (%)	51.5%
Negative	0
Negative (%)	0.0%
Memory size	5.4 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	17196.4
95-th percentile	5638201.1
Maximum	120000000
Range	120000000
Interquartile range (IQR)	17196.4

Descriptive statistics

Standard deviation	7226711.486
Coefficient of variation (CV)	6.08478893
Kurtosis	128.1989726
Mean	1187668.392
Median Absolute Deviation (MAD)	0
Skewness	10.63498165
Sum	8.352218585 × 10¹¹
Variance	5.22253589 × 10¹³
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	362154	51.5%
3	39287	5.6%
4	28763	4.1%
48	25890	3.7%
49	11694	1.7%
1	10810	1.5%
47	4400	0.6%
2	4236	0.6%
10000000	856	0.1%
10100000	810	0.1%
Other values (188594)	214345	30.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	362154	51.5%
0.5	22	< 0.1%
0.666666667	29	< 0.1%
1	10810	1.5%
1.2	1	< 0.1%

Value	Count	Frequency (%)
120000000	21	< 0.1%
119000000	70	< 0.1%
118000000	57	< 0.1%
117000000	57	< 0.1%
116000000	45	< 0.1%

Bwd IAT Std
Real number (ℝ_≥0)

ZEROS

Distinct	181381
Distinct (%)	25.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	909182.2615

Minimum	0
Maximum	83400000
Zeros	504862
Zeros (%)	71.8%
Negative	0
Negative (%)	0.0%
Memory size	5.4 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	17076.10785
95-th percentile	4767277.341
Maximum	83400000
Range	83400000
Interquartile range (IQR)	17076.10785

Descriptive statistics

Standard deviation	3972193.629
Coefficient of variation (CV)	4.368973964
Kurtosis	57.55515889
Mean	909182.2615
Median Absolute Deviation (MAD)	0
Skewness	6.865461403
Sum	6.393778795 × 10¹¹
Variance	1.577832223 × 10¹³
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	504862	71.8%
23700000	288	< 0.1%
22000000	275	< 0.1%
1.414213562	239	< 0.1%
23800000	211	< 0.1%
22800000	197	< 0.1%
22700000	179	< 0.1%
20600000	176	< 0.1%
24600000	173	< 0.1%
23600000	170	< 0.1%
Other values (181371)	196475	27.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	504862	71.8%
0.577350269	34	< 0.1%
0.707106781	87	< 0.1%
0.894427191	1	< 0.1%
1	12	< 0.1%

Value	Count	Frequency (%)
83400000	1	< 0.1%
81900000	1	< 0.1%
81300000	1	< 0.1%
80900000	1	< 0.1%
79200000	1	< 0.1%

Bwd IAT Max
Real number (ℝ_≥0)

ZEROS

Distinct	134830
Distinct (%)	19.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3112174.647

Minimum	0
Maximum	120000000
Zeros	362154
Zeros (%)	51.5%
Negative	0
Negative (%)	0.0%
Memory size	5.4 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	59876
95-th percentile	10100000
Maximum	120000000
Range	120000000
Interquartile range (IQR)	59876

Descriptive statistics

Standard deviation	12917586.66
Coefficient of variation (CV)	4.150662519
Kurtosis	30.8911415
Mean	3112174.647
Median Absolute Deviation (MAD)	0
Skewness	5.456489639
Sum	2.188621259 × 10¹²
Variance	1.66864045 × 10¹⁴
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	362154	51.5%
3	39568	5.6%
4	28898	4.1%
48	26049	3.7%
10000000	13649	1.9%
49	11862	1.7%
10100000	10979	1.6%
1	10846	1.5%
10200000	6080	0.9%
47	4422	0.6%
Other values (134820)	188738	26.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	362154	51.5%
1	10846	1.5%
2	4020	0.6%
3	39568	5.6%
4	28898	4.1%

Value	Count	Frequency (%)
120000000	38	< 0.1%
119000000	80	< 0.1%
118000000	85	< 0.1%
117000000	71	< 0.1%
116000000	61	< 0.1%

Bwd IAT Min
Real number (ℝ_≥0)

ZEROS

Distinct	14310
Distinct (%)	2.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	668053.753

Minimum	0
Maximum	120000000
Zeros	365565
Zeros (%)	52.0%
Negative	0
Negative (%)	0.0%
Memory size	5.4 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	4
95-th percentile	268
Maximum	120000000
Range	120000000
Interquartile range (IQR)	4

Descriptive statistics

Standard deviation	6949728.129
Coefficient of variation (CV)	10.40294751
Kurtosis	152.6936378
Mean	668053.753
Median Absolute Deviation (MAD)	0
Skewness	11.94249874
Sum	4.698054615 × 10¹¹
Variance	4.829872107 × 10¹³
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	365565	52.0%
3	67580	9.6%
4	47797	6.8%
1	38292	5.4%
48	35877	5.1%
49	16799	2.4%
2	15760	2.2%
47	7483	1.1%
5	6682	1.0%
16	2467	0.4%
Other values (14300)	98943	14.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	365565	52.0%
1	38292	5.4%
2	15760	2.2%
3	67580	9.6%
4	47797	6.8%

Value	Count	Frequency (%)
120000000	21	< 0.1%
119000000	70	< 0.1%
118000000	57	< 0.1%
117000000	57	< 0.1%
116000000	45	< 0.1%

Fwd PSH Flags
Real number (ℝ_≥0)

ZEROS

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.03306102425

Minimum	0
Maximum	1
Zeros	679995
Zeros (%)	96.7%
Negative	0
Negative (%)	0.0%
Memory size	5.4 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	1
Range	1
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.1787960805
Coefficient of variation (CV)	5.408062348
Kurtosis	25.28147648
Mean	0.03306102425
Median Absolute Deviation (MAD)	0
Skewness	5.223160402
Sum	23250
Variance	0.03196803839
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=2)

Value	Count	Frequency (%)
0	679995	96.7%
1	23250	3.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	679995	96.7%
1	23250	3.3%

Value	Count	Frequency (%)
1	23250	3.3%
0	679995	96.7%

Bwd PSH Flags
Real number (ℝ_≥0)

CONSTANT
REJECTED
ZEROS

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0

Minimum	0
Maximum	0
Zeros	703245
Zeros (%)	100.0%
Negative	0
Negative (%)	0.0%
Memory size	5.4 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	0
Range	0
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0
Coefficient of variation (CV)	nan
Kurtosis	0
Mean	0
Median Absolute Deviation (MAD)	0
Skewness	0
Sum	0
Variance	0
Monotonicity	Increasing

Histogram with fixed size bins (bins=1)

Value	Count	Frequency (%)
0	703245	100.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	703245	100.0%

Value	Count	Frequency (%)
0	703245	100.0%

Fwd URG Flags
Real number (ℝ_≥0)

CONSTANT
REJECTED
ZEROS

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0

Minimum	0
Maximum	0
Zeros	703245
Zeros (%)	100.0%
Negative	0
Negative (%)	0.0%
Memory size	5.4 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	0
Range	0
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0
Coefficient of variation (CV)	nan
Kurtosis	0
Mean	0
Median Absolute Deviation (MAD)	0
Skewness	0
Sum	0
Variance	0
Monotonicity	Increasing

Histogram with fixed size bins (bins=1)

Value	Count	Frequency (%)
0	703245	100.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	703245	100.0%

Value	Count	Frequency (%)
0	703245	100.0%

Bwd URG Flags
Real number (ℝ_≥0)

CONSTANT
REJECTED
ZEROS

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0

Minimum	0
Maximum	0
Zeros	703245
Zeros (%)	100.0%
Negative	0
Negative (%)	0.0%
Memory size	5.4 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	0
Range	0
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0
Coefficient of variation (CV)	nan
Kurtosis	0
Mean	0
Median Absolute Deviation (MAD)	0
Skewness	0
Sum	0
Variance	0
Monotonicity	Increasing

Histogram with fixed size bins (bins=1)

Value	Count	Frequency (%)
0	703245	100.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	703245	100.0%

Value	Count	Frequency (%)
0	703245	100.0%

Fwd Header Length
Real number (ℝ_≥0)

SKEWED

Distinct	1630
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	161.3666688

Minimum	0
Maximum	4369484
Zeros	327
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	5.4 MiB

Quantile statistics

Minimum	0
5-th percentile	20
Q1	32
median	52
Q3	80
95-th percentile	360
Maximum	4369484
Range	4369484
Interquartile range (IQR)	48

Descriptive statistics

Standard deviation	12072.66199
Coefficient of variation (CV)	74.81509089
Kurtosis	109893.0878
Mean	161.3666688
Median Absolute Deviation (MAD)	20
Skewness	325.9194026
Sum	113480303
Variance	145749167.6
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
40	166498	23.7%
24	77966	11.1%
64	71817	10.2%
72	63740	9.1%
20	62508	8.9%
32	41417	5.9%
80	37900	5.4%
100	25772	3.7%
172	23148	3.3%
104	9677	1.4%
Other values (1620)	122802	17.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	327	< 0.1%
6	1	< 0.1%
12	4	< 0.1%
20	62508	8.9%
24	77966	11.1%

Value	Count	Frequency (%)
4369484	1	< 0.1%
4340524	1	< 0.1%
4185560	1	< 0.1%
4155916	1	< 0.1%
3646100	1	< 0.1%

Bwd Header Length
Real number (ℝ_≥0)

SKEWED
ZEROS

Distinct	1851
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	171.0841328

Minimum	0
Maximum	5692040
Zeros	97165
Zeros (%)	13.8%
Negative	0
Negative (%)	0.0%
Memory size	5.4 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	20
median	32
Q3	92
95-th percentile	364
Maximum	5692040
Range	5692040
Interquartile range (IQR)	72

Descriptive statistics

Standard deviation	15514.58636
Coefficient of variation (CV)	90.68395824
Kurtosis	110556.1418
Mean	171.0841328
Median Absolute Deviation (MAD)	32
Skewness	326.8901591
Sum	120314061
Variance	240702389.9
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
20	213250	30.3%
0	97165	13.8%
40	76487	10.9%
64	59589	8.5%
32	44320	6.3%
112	36646	5.2%
132	29583	4.2%
92	24484	3.5%
80	9806	1.4%
100	8758	1.2%
Other values (1841)	103157	14.7%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	97165	13.8%
12	2	< 0.1%
20	213250	30.3%
24	1218	0.2%
28	320	< 0.1%

Value	Count	Frequency (%)
5692040	1	< 0.1%
5634820	1	< 0.1%
5312300	1	< 0.1%
5311880	1	< 0.1%
4661732	1	< 0.1%

Fwd Packets/s
Real number (ℝ_≥0)

Distinct	332632
Distinct (%)	47.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	33811.10927

Minimum	0
Maximum	3000000
Zeros	574
Zeros (%)	0.1%
Negative	0
Negative (%)	0.0%
Memory size	5.4 MiB

Quantile statistics

Minimum	0
5-th percentile	0.10204139
Q1	1.96275605
median	65.27947776
Q3	15625
95-th percentile	61224.4898
Maximum	3000000
Range	3000000
Interquartile range (IQR)	15623.03724

Descriptive statistics

Standard deviation	162928.0797
Coefficient of variation (CV)	4.818773569
Kurtosis	90.20010769
Mean	33811.10927
Median Absolute Deviation (MAD)	65.18144241
Skewness	8.643678269
Sum	2.377749354 × 10¹⁰
Variance	2.654555915 × 10¹⁰
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
23255.81395	12997	1.8%
22727.27273	12113	1.7%
666666.6667	8448	1.2%
20408.16327	8376	1.2%
23809.52381	6086	0.9%
20833.33333	5934	0.8%
22222.22222	5378	0.8%
500000	4949	0.7%
18518.51852	4250	0.6%
18181.81818	3825	0.5%
Other values (332622)	630889	89.7%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	574	0.1%
0.008478041	1	< 0.1%
0.012290657	1	< 0.1%
0.012290805	3	< 0.1%
0.012290808	1	< 0.1%

Value	Count	Frequency (%)
3000000	35	< 0.1%
2000000	2602	0.4%
1666666.667	1	< 0.1%
1500000	214	< 0.1%
1333333.333	11	< 0.1%

Bwd Packets/s
Real number (ℝ_≥0)

ZEROS

Distinct	275458
Distinct (%)	39.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	10638.49819

Minimum	0
Maximum	2000000
Zeros	97570
Zeros (%)	13.9%
Negative	0
Negative (%)	0.0%
Memory size	5.4 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0.287035414
median	32.90068927
Q3	12987.01299
95-th percentile	32258.06452
Maximum	2000000
Range	2000000
Interquartile range (IQR)	12986.72595

Descriptive statistics

Standard deviation	45836.3757
Coefficient of variation (CV)	4.308538188
Kurtosis	397.8461729
Mean	10638.49819
Median Absolute Deviation (MAD)	32.90068927
Skewness	17.55205392
Sum	7481470658
Variance	2100973337
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	97570	13.9%
23255.81395	12961	1.8%
22727.27273	12068	1.7%
20408.16327	8240	1.2%
23809.52381	6043	0.9%
20833.33333	5837	0.8%
22222.22222	5317	0.8%
18518.51852	4194	0.6%
18181.81818	3768	0.5%
20000	3171	0.5%
Other values (275448)	544076	77.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	97570	13.9%
0.00833582	1	< 0.1%
0.008335969	1	< 0.1%
0.008337443	1	< 0.1%
0.008404359	1	< 0.1%

Value	Count	Frequency (%)
2000000	18	< 0.1%
1500000	1	< 0.1%
1333333.333	5	< 0.1%
1000000	925	0.1%
800000	1	< 0.1%

Min Packet Length
Real number (ℝ_≥0)

ZEROS

Distinct	148
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	13.00315679

Minimum	0
Maximum	1359
Zeros	311592
Zeros (%)	44.3%
Negative	0
Negative (%)	0.0%
Memory size	5.4 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	2
Q3	30
95-th percentile	50
Maximum	1359
Range	1359
Interquartile range (IQR)	30

Descriptive statistics

Standard deviation	22.00305915
Coefficient of variation (CV)	1.69213211
Kurtosis	432.6180064
Mean	13.00315679
Median Absolute Deviation (MAD)	2
Skewness	9.267707303
Sum	9144405
Variance	484.1346119
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	311592	44.3%
6	123670	17.6%
2	78849	11.2%
32	11844	1.7%
44	8730	1.2%
48	8119	1.2%
34	8094	1.2%
42	8017	1.1%
35	7976	1.1%
33	7809	1.1%
Other values (138)	128545	18.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	311592	44.3%
2	78849	11.2%
5	1	< 0.1%
6	123670	17.6%
18	98	< 0.1%

Value	Count	Frequency (%)
1359	4	< 0.1%
1330	1	< 0.1%
1326	1	< 0.1%
1306	11	< 0.1%
1302	5	< 0.1%

Max Packet Length
Real number (ℝ_≥0)

ZEROS

Distinct	4322
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1239.469221

Minimum	0
Maximum	24820
Zeros	32136
Zeros (%)	4.6%
Negative	0
Negative (%)	0.0%
Memory size	5.4 MiB

Quantile statistics

Minimum	0
5-th percentile	6
Q1	6
median	54
Q3	517
95-th percentile	7300
Maximum	24820
Range	24820
Interquartile range (IQR)	511

Descriptive statistics

Standard deviation	2633.357972
Coefficient of variation (CV)	2.124585208
Kurtosis	4.985153434
Mean	1239.469221
Median Absolute Deviation (MAD)	48
Skewness	2.3951544
Sum	871650532
Variance	6934574.208
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
6	275653	39.2%
0	32136	4.6%
5840	24344	3.5%
4380	20447	2.9%
8760	11732	1.7%
1460	11128	1.6%
31	10746	1.5%
11595	10202	1.5%
7215	8926	1.3%
10135	8551	1.2%
Other values (4312)	289380	41.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	32136	4.6%
2	11	< 0.1%
4	121	< 0.1%
6	275653	39.2%
7	37	< 0.1%

Value	Count	Frequency (%)
24820	2	< 0.1%
23360	19	< 0.1%
21900	4	< 0.1%
21600	1	< 0.1%
20440	6	< 0.1%

Packet Length Mean
Real number (ℝ_≥0)

ZEROS

Distinct	49631
Distinct (%)	7.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	213.1674185

Minimum	0
Maximum	2265.586207
Zeros	32136
Zeros (%)	4.6%
Negative	0
Negative (%)	0.0%
Memory size	5.4 MiB

Quantile statistics

Minimum	0
5-th percentile	2
Q1	3.333333333
median	43.8
Q3	119.2
95-th percentile	1291.888889
Maximum	2265.586207
Range	2265.586207
Interquartile range (IQR)	115.8666667

Descriptive statistics

Standard deviation	396.3149245
Coefficient of variation (CV)	1.859172134
Kurtosis	2.768031238
Mean	213.1674185
Median Absolute Deviation (MAD)	40.46666667
Skewness	2.043286731
Sum	149908921.2
Variance	157065.5194
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
6	107196	15.2%
2	80404	11.4%
3.333333333	77967	11.1%
0	32136	4.6%
1292.555556	15798	2.2%
1163.3	10349	1.5%
1453.375	9358	1.3%
1162.7	9131	1.3%
1291.888889	8848	1.3%
1454.125	6634	0.9%
Other values (49621)	345424	49.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	32136	4.6%
0.666666667	11	< 0.1%
0.75	17	< 0.1%
1	2	< 0.1%
1.090909091	1	< 0.1%

Value	Count	Frequency (%)
2265.586207	1	< 0.1%
2149.073171	1	< 0.1%
2123.818182	1	< 0.1%
2090.201779	1	< 0.1%
2042.305346	1	< 0.1%

Packet Length Std
Real number (ℝ_≥0)

ZEROS

Distinct	67379
Distinct (%)	9.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	409.2475928

Minimum	0
Maximum	4731.522394
Zeros	149526
Zeros (%)	21.3%
Negative	0
Negative (%)	0.0%
Memory size	5.4 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	2.309401077
median	12.5
Q3	155.1965323
95-th percentile	2650.585648
Maximum	4731.522394
Range	4731.522394
Interquartile range (IQR)	152.8871312

Descriptive statistics

Standard deviation	873.5515413
Coefficient of variation (CV)	2.134530677
Kurtosis	4.856204184
Mean	409.2475928
Median Absolute Deviation (MAD)	12.5
Skewness	2.38476723
Sum	287801323.4
Variance	763092.2953
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	149526	21.3%
3.464101615	80747	11.5%
2.309401077	78369	11.1%
8.76356092	20923	3.0%
9.237604307	7389	1.1%
4097.537534	6634	0.9%
3113.952607	5468	0.8%
70.10848736	5370	0.8%
3.286335345	4918	0.7%
2138.329153	4831	0.7%
Other values (67369)	339070	48.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	149526	21.3%
0.447213595	2	< 0.1%
0.547722558	210	< 0.1%
0.577350269	1	< 0.1%
0.700487851	1	< 0.1%

Value	Count	Frequency (%)
4731.522394	6	< 0.1%
4708.990311	1	< 0.1%
4380.487987	268	< 0.1%
4097.537534	6634	0.9%
4052.869595	1	< 0.1%

Packet Length Variance
Real number (ℝ_≥0)

ZEROS

Distinct	67374
Distinct (%)	9.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	930452.8739

Minimum	0
Maximum	22400000
Zeros	149526
Zeros (%)	21.3%
Negative	0
Negative (%)	0.0%
Memory size	5.4 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	5.333333333
median	156.25
Q3	24085.96364
95-th percentile	7025604.278
Maximum	22400000
Range	22400000
Interquartile range (IQR)	24080.63031

Descriptive statistics

Standard deviation	2665493.546
Coefficient of variation (CV)	2.864727081
Kurtosis	14.91495105
Mean	930452.8739
Median Absolute Deviation (MAD)	156.25
Skewness	3.682778462
Sum	6.543363313 × 10¹¹
Variance	7.104855842 × 10¹²
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	149526	21.3%
12	80747	11.5%
5.333333333	78369	11.1%
76.8	20923	3.0%
85.33333333	7389	1.1%
16800000	6634	0.9%
9696700.839	5468	0.8%
4915.2	5370	0.8%
11200000	4933	0.7%
10.8	4918	0.7%
Other values (67364)	338968	48.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	149526	21.3%
0.2	2	< 0.1%
0.3	210	< 0.1%
0.333333333	1	< 0.1%
0.49068323	1	< 0.1%

Value	Count	Frequency (%)
22400000	6	< 0.1%
22200000	1	< 0.1%
19200000	268	< 0.1%
16800000	6634	0.9%
16400000	1	< 0.1%

FIN Flag Count
Real number (ℝ_≥0)

ZEROS

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.007916160086

Minimum	0
Maximum	1
Zeros	697678
Zeros (%)	99.2%
Negative	0
Negative (%)	0.0%
Memory size	5.4 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	1
Range	1
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.08862000713
Coefficient of variation (CV)	11.19482251
Kurtosis	121.3327233
Mean	0.007916160086
Median Absolute Deviation (MAD)	0
Skewness	11.10551117
Sum	5567
Variance	0.007853505663
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=2)

Value	Count	Frequency (%)
0	697678	99.2%
1	5567	0.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	697678	99.2%
1	5567	0.8%

Value	Count	Frequency (%)
1	5567	0.8%
0	697678	99.2%

SYN Flag Count
Real number (ℝ_≥0)

ZEROS

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.03306102425

Minimum	0
Maximum	1
Zeros	679995
Zeros (%)	96.7%
Negative	0
Negative (%)	0.0%
Memory size	5.4 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	1
Range	1
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.1787960805
Coefficient of variation (CV)	5.408062348
Kurtosis	25.28147648
Mean	0.03306102425
Median Absolute Deviation (MAD)	0
Skewness	5.223160402
Sum	23250
Variance	0.03196803839
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=2)

Value	Count	Frequency (%)
0	679995	96.7%
1	23250	3.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	679995	96.7%
1	23250	3.3%

Value	Count	Frequency (%)
1	23250	3.3%
0	679995	96.7%

RST Flag Count
Real number (ℝ_≥0)

SKEWED
ZEROS

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.0001365100356

Minimum	0
Maximum	1
Zeros	703149
Zeros (%)	> 99.9%
Negative	0
Negative (%)	0.0%
Memory size	5.4 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	1
Range	1
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.01168296173
Coefficient of variation (CV)	85.58317104
Kurtosis	7320.520943
Mean	0.0001365100356
Median Absolute Deviation (MAD)	0
Skewness	85.57160816
Sum	96
Variance	0.0001364915947
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=2)

Value	Count	Frequency (%)
0	703149	> 99.9%
1	96	< 0.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	703149	> 99.9%
1	96	< 0.1%

Value	Count	Frequency (%)
1	96	< 0.1%
0	703149	> 99.9%

PSH Flag Count
Real number (ℝ_≥0)

ZEROS

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.443432943

Minimum	0
Maximum	1
Zeros	391403
Zeros (%)	55.7%
Negative	0
Negative (%)	0.0%
Memory size	5.4 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	1
95-th percentile	1
Maximum	1
Range	1
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	0.4967902163
Coefficient of variation (CV)	1.120327716
Kurtosis	-1.948144221
Mean	0.443432943
Median Absolute Deviation (MAD)	0
Skewness	0.2277308048
Sum	311842
Variance	0.246800519
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=2)

Value	Count	Frequency (%)
0	391403	55.7%
1	311842	44.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	391403	55.7%
1	311842	44.3%

Value	Count	Frequency (%)
1	311842	44.3%
0	391403	55.7%

ACK Flag Count
Real number (ℝ_≥0)

ZEROS

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.2835697374

Minimum	0
Maximum	1
Zeros	503826
Zeros (%)	71.6%
Negative	0
Negative (%)	0.0%
Memory size	5.4 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	1
95-th percentile	1
Maximum	1
Range	1
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	0.4507307737
Coefficient of variation (CV)	1.589488278
Kurtosis	-1.07772047
Mean	0.2835697374
Median Absolute Deviation (MAD)	0
Skewness	0.9603554527
Sum	199419
Variance	0.2031582303
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=2)

Value	Count	Frequency (%)
0	503826	71.6%
1	199419	28.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	503826	71.6%
1	199419	28.4%

Value	Count	Frequency (%)
1	199419	28.4%
0	503826	71.6%

URG Flag Count
Real number (ℝ_≥0)

ZEROS

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.09039097327

Minimum	0
Maximum	1
Zeros	639678
Zeros (%)	91.0%
Negative	0
Negative (%)	0.0%
Memory size	5.4 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	1
Maximum	1
Range	1
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.2867412808
Coefficient of variation (CV)	3.172233581
Kurtosis	6.162477364
Mean	0.09039097327
Median Absolute Deviation (MAD)	0
Skewness	2.857001897
Sum	63567
Variance	0.08222056214
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=2)

Value	Count	Frequency (%)
0	639678	91.0%
1	63567	9.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	639678	91.0%
1	63567	9.0%

Value	Count	Frequency (%)
1	63567	9.0%
0	639678	91.0%

CWE Flag Count
Real number (ℝ_≥0)

CONSTANT
REJECTED
ZEROS

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0

Minimum	0
Maximum	0
Zeros	703245
Zeros (%)	100.0%
Negative	0
Negative (%)	0.0%
Memory size	5.4 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	0
Range	0
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0
Coefficient of variation (CV)	nan
Kurtosis	0
Mean	0
Median Absolute Deviation (MAD)	0
Skewness	0
Sum	0
Variance	0
Monotonicity	Increasing

Histogram with fixed size bins (bins=1)

Value	Count	Frequency (%)
0	703245	100.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	703245	100.0%

Value	Count	Frequency (%)
0	703245	100.0%

ECE Flag Count
Real number (ℝ_≥0)

SKEWED
ZEROS

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.0001365100356

Minimum	0
Maximum	1
Zeros	703149
Zeros (%)	> 99.9%
Negative	0
Negative (%)	0.0%
Memory size	5.4 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	1
Range	1
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.01168296173
Coefficient of variation (CV)	85.58317104
Kurtosis	7320.520943
Mean	0.0001365100356
Median Absolute Deviation (MAD)	0
Skewness	85.57160816
Sum	96
Variance	0.0001364915947
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=2)

Value	Count	Frequency (%)
0	703149	> 99.9%
1	96	< 0.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	703149	> 99.9%
1	96	< 0.1%

Value	Count	Frequency (%)
1	96	< 0.1%
0	703149	> 99.9%

Down/Up Ratio
Real number (ℝ_≥0)

ZEROS

Distinct	12
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.8572787578

Minimum	0
Maximum	124
Zeros	204465
Zeros (%)	29.1%
Negative	0
Negative (%)	0.0%
Memory size	5.4 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	1
Q3	1
95-th percentile	2
Maximum	124
Range	124
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	0.9086606312
Coefficient of variation (CV)	1.059936016
Kurtosis	494.4891767
Mean	0.8572787578
Median Absolute Deviation (MAD)	0
Skewness	6.682719947
Sum	602877
Variance	0.8256641427
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=12)

Value	Count	Frequency (%)
1	455696	64.8%
0	204465	29.1%
2	24226	3.4%
5	10100	1.4%
6	6213	0.9%
3	1330	0.2%
7	650	0.1%
4	559	0.1%
8	3	< 0.1%
16	1	< 0.1%
Other values (2)	2	< 0.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	204465	29.1%
1	455696	64.8%
2	24226	3.4%
3	1330	0.2%
4	559	0.1%

Value	Count	Frequency (%)
124	1	< 0.1%
16	1	< 0.1%
11	1	< 0.1%
8	3	< 0.1%
7	650	0.1%

Average Packet Size
Real number (ℝ_≥0)

ZEROS

Distinct	48687
Distinct (%)	6.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	239.499073

Minimum	0
Maximum	2528
Zeros	32136
Zeros (%)	4.6%
Negative	0
Negative (%)	0.0%
Memory size	5.4 MiB

Quantile statistics

Minimum	0
5-th percentile	3
Q1	5
median	53.75
Q3	150
95-th percentile	1453.375
Maximum	2528
Range	2528
Interquartile range (IQR)	145

Descriptive statistics

Standard deviation	440.557691
Coefficient of variation (CV)	1.839496435
Kurtosis	3.120963561
Mean	239.499073
Median Absolute Deviation (MAD)	48.75
Skewness	2.105315269
Sum	168426525.6
Variance	194091.0791
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
3	86314	12.3%
5	77962	11.1%
9	42613	6.1%
0	32136	4.6%
7.5	23593	3.4%
7.2	22578	3.2%
1454.125	15798	2.2%
1292.555556	10349	1.5%
7	10184	1.4%
1661	9358	1.3%
Other values (48677)	372360	52.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	32136	4.6%
0.75	1	< 0.1%
0.857142857	17	< 0.1%
1	10	< 0.1%
1.148148148	1	< 0.1%

Value	Count	Frequency (%)
2528	1	< 0.1%
2357	1	< 0.1%
2328	1	< 0.1%
2324.2	6	< 0.1%
2291.930233	1	< 0.1%

Avg Fwd Segment Size
Real number (ℝ_≥0)

ZEROS

Distinct	27746
Distinct (%)	3.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	76.83530369

Minimum	0
Maximum	5940.857143
Zeros	114451
Zeros (%)	16.3%
Negative	0
Negative (%)	0.0%
Memory size	5.4 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	2
median	8.666666667
Q3	42
95-th percentile	147.3333333
Maximum	5940.857143
Range	5940.857143
Interquartile range (IQR)	40

Descriptive statistics

Standard deviation	303.0482573
Coefficient of variation (CV)	3.9441278
Kurtosis	37.88278044
Mean	76.83530369
Median Absolute Deviation (MAD)	8.666666667
Skewness	6.043745133
Sum	54034043.15
Variance	91838.24627
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	114451	16.3%
6	109867	15.6%
2	78207	11.1%
8.666666667	56619	8.1%
7	18117	2.6%
32	11803	1.7%
44	8370	1.2%
48	8226	1.2%
34	8056	1.1%
35	7941	1.1%
Other values (27736)	281588	40.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	114451	16.3%
0.041189374	1	< 0.1%
0.04122454	1	< 0.1%
0.05120943	1	< 0.1%
0.06482547	1	< 0.1%

Value	Count	Frequency (%)
5940.857143	1	< 0.1%
5939.285714	1	< 0.1%
5675.444444	1	< 0.1%
5560.297297	1	< 0.1%
5483.558824	1	< 0.1%

Avg Bwd Segment Size
Real number (ℝ_≥0)

ZEROS

Distinct	37181
Distinct (%)	5.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	362.2718547

Minimum	0
Maximum	5800.5
Zeros	126026
Zeros (%)	17.9%
Negative	0
Negative (%)	0.0%
Memory size	5.4 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	6
median	23
Q3	162
95-th percentile	2321.4
Maximum	5800.5
Range	5800.5
Interquartile range (IQR)	156

Descriptive statistics

Standard deviation	757.4642026
Coefficient of variation (CV)	2.090872346
Kurtosis	3.79284377
Mean	362.2718547
Median Absolute Deviation (MAD)	23
Skewness	2.277395929
Sum	254765870.4
Variance	573752.0182
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
6	201949	28.7%
0	126026	17.9%
2321.4	20311	2.9%
1934.5	13156	1.9%
1933.5	12251	1.7%
2900.25	12244	1.7%
2320.2	11746	1.7%
2901.75	8446	1.2%
48	7435	1.1%
46	5059	0.7%
Other values (37171)	284622	40.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	126026	17.9%
0.333333333	1	< 0.1%
0.461538462	15	< 0.1%
0.666666667	5	< 0.1%
1	4	< 0.1%

Value	Count	Frequency (%)
5800.5	1	< 0.1%
3869	30	< 0.1%
3867	287	< 0.1%
3787.339614	1	< 0.1%
3697.843532	1	< 0.1%

Fwd Header Length.1
Real number (ℝ_≥0)

SKEWED

Distinct	1630
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	161.3666688

Minimum	0
Maximum	4369484
Zeros	327
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	5.4 MiB

Quantile statistics

Minimum	0
5-th percentile	20
Q1	32
median	52
Q3	80
95-th percentile	360
Maximum	4369484
Range	4369484
Interquartile range (IQR)	48

Descriptive statistics

Standard deviation	12072.66199
Coefficient of variation (CV)	74.81509089
Kurtosis	109893.0878
Mean	161.3666688
Median Absolute Deviation (MAD)	20
Skewness	325.9194026
Sum	113480303
Variance	145749167.6
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
40	166498	23.7%
24	77966	11.1%
64	71817	10.2%
72	63740	9.1%
20	62508	8.9%
32	41417	5.9%
80	37900	5.4%
100	25772	3.7%
172	23148	3.3%
104	9677	1.4%
Other values (1620)	122802	17.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	327	< 0.1%
6	1	< 0.1%
12	4	< 0.1%
20	62508	8.9%
24	77966	11.1%

Value	Count	Frequency (%)
4369484	1	< 0.1%
4340524	1	< 0.1%
4185560	1	< 0.1%
4155916	1	< 0.1%
3646100	1	< 0.1%

Fwd Avg Bytes/Bulk
Real number (ℝ_≥0)

CONSTANT
REJECTED
ZEROS

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0

Minimum	0
Maximum	0
Zeros	703245
Zeros (%)	100.0%
Negative	0
Negative (%)	0.0%
Memory size	5.4 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	0
Range	0
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0
Coefficient of variation (CV)	nan
Kurtosis	0
Mean	0
Median Absolute Deviation (MAD)	0
Skewness	0
Sum	0
Variance	0
Monotonicity	Increasing

Histogram with fixed size bins (bins=1)

Value	Count	Frequency (%)
0	703245	100.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	703245	100.0%

Value	Count	Frequency (%)
0	703245	100.0%

Fwd Avg Packets/Bulk
Real number (ℝ_≥0)

CONSTANT
REJECTED
ZEROS

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0

Minimum	0
Maximum	0
Zeros	703245
Zeros (%)	100.0%
Negative	0
Negative (%)	0.0%
Memory size	5.4 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	0
Range	0
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0
Coefficient of variation (CV)	nan
Kurtosis	0
Mean	0
Median Absolute Deviation (MAD)	0
Skewness	0
Sum	0
Variance	0
Monotonicity	Increasing

Histogram with fixed size bins (bins=1)

Value	Count	Frequency (%)
0	703245	100.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	703245	100.0%

Value	Count	Frequency (%)
0	703245	100.0%

Fwd Avg Bulk Rate
Real number (ℝ_≥0)

CONSTANT
REJECTED
ZEROS

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0

Minimum	0
Maximum	0
Zeros	703245
Zeros (%)	100.0%
Negative	0
Negative (%)	0.0%
Memory size	5.4 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	0
Range	0
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0
Coefficient of variation (CV)	nan
Kurtosis	0
Mean	0
Median Absolute Deviation (MAD)	0
Skewness	0
Sum	0
Variance	0
Monotonicity	Increasing

Histogram with fixed size bins (bins=1)

Value	Count	Frequency (%)
0	703245	100.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	703245	100.0%

Value	Count	Frequency (%)
0	703245	100.0%

Bwd Avg Bytes/Bulk
Real number (ℝ_≥0)

CONSTANT
REJECTED
ZEROS

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0

Minimum	0
Maximum	0
Zeros	703245
Zeros (%)	100.0%
Negative	0
Negative (%)	0.0%
Memory size	5.4 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	0
Range	0
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0
Coefficient of variation (CV)	nan
Kurtosis	0
Mean	0
Median Absolute Deviation (MAD)	0
Skewness	0
Sum	0
Variance	0
Monotonicity	Increasing

Histogram with fixed size bins (bins=1)

Value	Count	Frequency (%)
0	703245	100.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	703245	100.0%

Value	Count	Frequency (%)
0	703245	100.0%

Bwd Avg Packets/Bulk
Real number (ℝ_≥0)

CONSTANT
REJECTED
ZEROS

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0

Minimum	0
Maximum	0
Zeros	703245
Zeros (%)	100.0%
Negative	0
Negative (%)	0.0%
Memory size	5.4 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	0
Range	0
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0
Coefficient of variation (CV)	nan
Kurtosis	0
Mean	0
Median Absolute Deviation (MAD)	0
Skewness	0
Sum	0
Variance	0
Monotonicity	Increasing

Histogram with fixed size bins (bins=1)

Value	Count	Frequency (%)
0	703245	100.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	703245	100.0%

Value	Count	Frequency (%)
0	703245	100.0%

Bwd Avg Bulk Rate
Real number (ℝ_≥0)

CONSTANT
REJECTED
ZEROS

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0

Minimum	0
Maximum	0
Zeros	703245
Zeros (%)	100.0%
Negative	0
Negative (%)	0.0%
Memory size	5.4 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	0
Range	0
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0
Coefficient of variation (CV)	nan
Kurtosis	0
Mean	0
Median Absolute Deviation (MAD)	0
Skewness	0
Sum	0
Variance	0
Monotonicity	Increasing

Histogram with fixed size bins (bins=1)

Value	Count	Frequency (%)
0	703245	100.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	703245	100.0%

Value	Count	Frequency (%)
0	703245	100.0%

Subflow Fwd Packets
Real number (ℝ_≥0)

SKEWED

Distinct	651
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	6.735626986

Minimum	1
Maximum	207964
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	5.4 MiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	1
median	2
Q3	4
95-th percentile	15
Maximum	207964
Range	207963
Interquartile range (IQR)	3

Descriptive statistics

Standard deviation	572.3633905
Coefficient of variation (CV)	84.97551775
Kurtosis	111988.5035
Mean	6.735626986
Median Absolute Deviation (MAD)	1
Skewness	330.3791442
Sum	4736796
Variance	327599.8508
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	264342	37.6%
2	170038	24.2%
3	82345	11.7%
4	42454	6.0%
5	32512	4.6%
8	24792	3.5%
6	11369	1.6%
7	11132	1.6%
9	10969	1.6%
10	4911	0.7%
Other values (641)	48381	6.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1	264342	37.6%
2	170038	24.2%
3	82345	11.7%
4	42454	6.0%
5	32512	4.6%

Value	Count	Frequency (%)
207964	1	< 0.1%
206687	1	< 0.1%
197473	1	< 0.1%
196265	1	< 0.1%
180262	1	< 0.1%

Subflow Fwd Bytes
Real number (ℝ_≥0)

SKEWED
ZEROS

Distinct	8702
Distinct (%)	1.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	559.623447

Minimum	0
Maximum	1235152
Zeros	114451
Zeros (%)	16.3%
Negative	0
Negative (%)	0.0%
Memory size	5.4 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	2
median	30
Q3	80
95-th percentile	1763
Maximum	1235152
Range	1235152
Interquartile range (IQR)	78

Descriptive statistics

Standard deviation	4685.555384
Coefficient of variation (CV)	8.37269312
Kurtosis	31619.29112
Mean	559.623447
Median Absolute Deviation (MAD)	30
Skewness	138.2205652
Sum	393552391
Variance	21954429.26
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	114451	16.3%
2	77985	11.1%
26	56780	8.1%
6	36429	5.2%
12	30593	4.4%
24	23157	3.3%
30	22328	3.2%
56	22088	3.1%
64	12205	1.7%
62	9544	1.4%
Other values (8692)	297685	42.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	114451	16.3%
2	77985	11.1%
4	120	< 0.1%
6	36429	5.2%
7	34	< 0.1%

Value	Count	Frequency (%)
1235152	1	< 0.1%
1231684	1	< 0.1%
1168497	1	< 0.1%
1160947	1	< 0.1%
1062717	1	< 0.1%

Subflow Bwd Packets
Real number (ℝ_≥0)

SKEWED
ZEROS

Distinct	823
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	7.360662358

Minimum	0
Maximum	284602
Zeros	97136
Zeros (%)	13.8%
Negative	0
Negative (%)	0.0%
Memory size	5.4 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	1
median	1
Q3	4
95-th percentile	14
Maximum	284602
Range	284602
Interquartile range (IQR)	3

Descriptive statistics

Standard deviation	771.5897457
Coefficient of variation (CV)	104.8261295
Kurtosis	112921.5848
Mean	7.360662358
Median Absolute Deviation (MAD)	1
Skewness	331.6324841
Sum	5176349
Variance	595350.7356
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	264681	37.6%
2	142892	20.3%
0	97136	13.8%
5	48342	6.9%
6	37765	5.4%
4	33477	4.8%
9	9563	1.4%
7	8263	1.2%
3	6484	0.9%
10	5968	0.8%
Other values (813)	48674	6.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	97136	13.8%
1	264681	37.6%
2	142892	20.3%
3	6484	0.9%
4	33477	4.8%

Value	Count	Frequency (%)
284602	1	< 0.1%
281741	1	< 0.1%
265615	1	< 0.1%
265594	1	< 0.1%
233086	1	< 0.1%

Subflow Bwd Bytes
Real number (ℝ_≥0)

SKEWED
ZEROS

Distinct	22088
Distinct (%)	3.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	10728.36217

Minimum	0
Maximum	627039470
Zeros	126026
Zeros (%)	17.9%
Negative	0
Negative (%)	0.0%
Memory size	5.4 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	6
median	56
Q3	348
95-th percentile	11607
Maximum	627039470
Range	627039470
Interquartile range (IQR)	342

Descriptive statistics

Standard deviation	1728336.89
Coefficient of variation (CV)	161.0997898
Kurtosis	111829.7955
Mean	10728.36217
Median Absolute Deviation (MAD)	56
Skewness	329.9637056
Sum	7544667055
Variance	2.987148406 × 10¹²
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
6	183964	26.2%
0	126026	17.9%
11607	42875	6.1%
11601	38471	5.5%
30	10435	1.5%
46	6393	0.9%
62	5286	0.8%
26	5228	0.7%
96	4549	0.6%
36	4501	0.6%
Other values (22078)	275517	39.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	126026	17.9%
1	1	< 0.1%
2	1208	0.2%
4	120	< 0.1%
6	183964	26.2%

Value	Count	Frequency (%)
627039470	1	< 0.1%
611320795	1	< 0.1%
606685970	1	< 0.1%
578312590	1	< 0.1%
574084784	1	< 0.1%

Init_Win_bytes_forward
Real number (ℝ)

Distinct	5378
Distinct (%)	0.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	7570.834975

Minimum	-1
Maximum	65535
Zeros	5511
Zeros (%)	0.8%
Negative	188969
Negative (%)	26.9%
Memory size	5.4 MiB

Quantile statistics

Minimum	-1
5-th percentile	-1
Q1	-1
median	358
Q3	8192
95-th percentile	29200
Maximum	65535
Range	65536
Interquartile range (IQR)	8193

Descriptive statistics

Standard deviation	12840.78209
Coefficient of variation (CV)	1.696085324
Kurtosis	4.628248841
Mean	7570.834975
Median Absolute Deviation (MAD)	359
Skewness	2.081379488
Sum	5324151842
Variance	164885684.7
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-1	188969	26.9%
29200	114320	16.3%
8192	114075	16.2%
1024	78632	11.2%
256	75933	10.8%
229	27105	3.9%
65535	7647	1.1%
0	5511	0.8%
253	2924	0.4%
254	2278	0.3%
Other values (5368)	85851	12.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-1	188969	26.9%
0	5511	0.8%
2	15	< 0.1%
3	3	< 0.1%
4	55	< 0.1%

Value	Count	Frequency (%)
65535	7647	1.1%
65527	1	< 0.1%
65523	1	< 0.1%
65522	9	< 0.1%
65520	9	< 0.1%

Init_Win_bytes_backward
Real number (ℝ)

ZEROS

Distinct	5651
Distinct (%)	0.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1243.481559

Minimum	-1
Maximum	65535
Zeros	185166
Zeros (%)	26.3%
Negative	283660
Negative (%)	40.3%
Memory size	5.4 MiB

Quantile statistics

Minimum	-1
5-th percentile	-1
Q1	-1
median	0
Q3	229
95-th percentile	1013
Maximum	65535
Range	65536
Interquartile range (IQR)	230

Descriptive statistics

Standard deviation	6894.958227
Coefficient of variation (CV)	5.544881769
Kurtosis	55.04694291
Mean	1243.481559
Median Absolute Deviation (MAD)	1
Skewness	7.123338791
Sum	874472189
Variance	47540448.96
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-1	283660	40.3%
0	185166	26.3%
229	84495	12.0%
256	19853	2.8%
31	3553	0.5%
29200	3539	0.5%
65535	2970	0.4%
60	2934	0.4%
946	2769	0.4%
237	2276	0.3%
Other values (5641)	112030	15.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-1	283660	40.3%
0	185166	26.3%
1	1	< 0.1%
2	13	< 0.1%
3	15	< 0.1%

Value	Count	Frequency (%)
65535	2970	0.4%
65534	1	< 0.1%
65506	2	< 0.1%
65500	2	< 0.1%
65472	1	< 0.1%

act_data_pkt_fwd
Real number (ℝ_≥0)

SKEWED
ZEROS

Distinct	564
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	4.571550455

Minimum	0
Maximum	198636
Zeros	286068
Zeros (%)	40.7%
Negative	0
Negative (%)	0.0%
Memory size	5.4 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	1
Q3	3
95-th percentile	8
Maximum	198636
Range	198636
Interquartile range (IQR)	3

Descriptive statistics

Standard deviation	545.3285358
Coefficient of variation (CV)	119.2874367
Kurtosis	113941.4447
Mean	4.571550455
Median Absolute Deviation (MAD)	1
Skewness	334.5114952
Sum	3214920
Variance	297383.2119
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	286068	40.7%
1	164656	23.4%
2	75162	10.7%
3	50999	7.3%
4	38150	5.4%
6	24698	3.5%
5	13235	1.9%
7	10988	1.6%
8	4322	0.6%
9	3408	0.5%
Other values (554)	31559	4.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	286068	40.7%
1	164656	23.4%
2	75162	10.7%
3	50999	7.3%
4	38150	5.4%

Value	Count	Frequency (%)
198636	1	< 0.1%
198058	1	< 0.1%
187587	1	< 0.1%
186424	1	< 0.1%
176857	1	< 0.1%

min_seg_size_forward
Real number (ℝ_≥0)

Distinct	16
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	25.69005539

Minimum	0
Maximum	60
Zeros	339
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	5.4 MiB

Quantile statistics

Minimum	0
5-th percentile	20
Q1	20
median	20
Q3	32
95-th percentile	40
Maximum	60
Range	60
Interquartile range (IQR)	12

Descriptive statistics

Standard deviation	7.290533452
Coefficient of variation (CV)	0.2837881562
Kurtosis	-0.6654385703
Mean	25.69005539
Median Absolute Deviation (MAD)	0
Skewness	0.8445310548
Sum	18066403
Variance	53.15187801
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=16)

Value	Count	Frequency (%)
20	376247	53.5%
32	156959	22.3%
40	88774	12.6%
24	78014	11.1%
28	2047	0.3%
44	809	0.1%
0	339	< 0.1%
56	29	< 0.1%
6	7	< 0.1%
52	6	< 0.1%
Other values (6)	14	< 0.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	339	< 0.1%
6	7	< 0.1%
10	2	< 0.1%
20	376247	53.5%
24	78014	11.1%

Value	Count	Frequency (%)
60	2	< 0.1%
56	29	< 0.1%
52	6	< 0.1%
48	6	< 0.1%
46	2	< 0.1%

Active Mean
Real number (ℝ_≥0)

SKEWED
ZEROS

Distinct	87517
Distinct (%)	12.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	96568.83635

Minimum	0
Maximum	110000000
Zeros	571274
Zeros (%)	81.2%
Negative	0
Negative (%)	0.0%
Memory size	5.4 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	233312.5515
Maximum	110000000
Range	110000000
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	708277.4909
Coefficient of variation (CV)	7.334431247
Kurtosis	5105.583391
Mean	96568.83635
Median Absolute Deviation (MAD)	0
Skewness	46.22522346
Sum	6.791155132 × 10¹⁰
Variance	5.016570041 × 10¹¹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	571274	81.2%
4	1246	0.2%
5	854	0.1%
2	481	0.1%
3	400	0.1%
995	374	0.1%
997	367	0.1%
1003	367	0.1%
998	359	0.1%
1001	340	< 0.1%
Other values (87507)	127183	18.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	571274	81.2%
1	100	< 0.1%
2	481	0.1%
2.5	1	< 0.1%
3	400	0.1%

Value	Count	Frequency (%)
110000000	1	< 0.1%
106000000	1	< 0.1%
105000000	1	< 0.1%
100000000	2	< 0.1%
85900000	1	< 0.1%

Active Std
Real number (ℝ_≥0)

SKEWED
ZEROS

Distinct	36727
Distinct (%)	5.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	28123.03731

Minimum	0
Maximum	70500000
Zeros	666256
Zeros (%)	94.7%
Negative	0
Negative (%)	0.0%
Memory size	5.4 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	7555.461761
Maximum	70500000
Range	70500000
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	329384.1796
Coefficient of variation (CV)	11.71225483
Kurtosis	7255.307188
Mean	28123.03731
Median Absolute Deviation (MAD)	0
Skewness	57.93163301
Sum	1.977738537 × 10¹⁰
Variance	1.084939378 × 10¹¹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	666256	94.7%
3.535533906	9	< 0.1%
18.38477631	8	< 0.1%
0.707106781	8	< 0.1%
5.656854249	7	< 0.1%
1.414213562	7	< 0.1%
19.09188309	6	< 0.1%
8.485281374	6	< 0.1%
15.55634919	6	< 0.1%
10700000	5	< 0.1%
Other values (36717)	36927	5.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	666256	94.7%
0.707106781	8	< 0.1%
1.272418021	1	< 0.1%
1.380131119	1	< 0.1%
1.414213562	7	< 0.1%

Value	Count	Frequency (%)
70500000	1	< 0.1%
50400000	2	< 0.1%
48500000	1	< 0.1%
42300000	1	< 0.1%
39500000	2	< 0.1%

Active Max
Real number (ℝ_≥0)

SKEWED
ZEROS

Distinct	85801
Distinct (%)	12.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	148358.0055

Minimum	0
Maximum	110000000
Zeros	571274
Zeros (%)	81.2%
Negative	0
Negative (%)	0.0%
Memory size	5.4 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	505262.8
Maximum	110000000
Range	110000000
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	983094.2142
Coefficient of variation (CV)	6.626499265
Kurtosis	2080.865401
Mean	148358.0055
Median Absolute Deviation (MAD)	0
Skewness	30.57408308
Sum	1.043320256 × 10¹¹
Variance	9.664742339 × 10¹¹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	571274	81.2%
4	1248	0.2%
5	854	0.1%
2	480	0.1%
3	402	0.1%
995	374	0.1%
997	367	0.1%
1003	367	0.1%
998	359	0.1%
1001	340	< 0.1%
Other values (85791)	127180	18.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	571274	81.2%
1	100	< 0.1%
2	480	0.1%
3	402	0.1%
4	1248	0.2%

Value	Count	Frequency (%)
110000000	1	< 0.1%
106000000	1	< 0.1%
105000000	1	< 0.1%
102000000	1	< 0.1%
100000000	2	< 0.1%

Active Min
Real number (ℝ_≥0)

SKEWED
ZEROS

Distinct	66458
Distinct (%)	9.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	81046.1326

Minimum	0
Maximum	110000000
Zeros	571274
Zeros (%)	81.2%
Negative	0
Negative (%)	0.0%
Memory size	5.4 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	99828
Maximum	110000000
Range	110000000
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	657853.5226
Coefficient of variation (CV)	8.117025471
Kurtosis	6651.351047
Mean	81046.1326
Median Absolute Deviation (MAD)	0
Skewness	53.13737246
Sum	5.699528752 × 10¹⁰
Variance	4.327712572 × 10¹¹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	571274	81.2%
4	1257	0.2%
5	860	0.1%
2	485	0.1%
3	427	0.1%
995	374	0.1%
1003	367	0.1%
997	367	0.1%
998	359	0.1%
1001	340	< 0.1%
Other values (66448)	127135	18.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	571274	81.2%
1	159	< 0.1%
2	485	0.1%
3	427	0.1%
4	1257	0.2%

Value	Count	Frequency (%)
110000000	1	< 0.1%
106000000	1	< 0.1%
105000000	1	< 0.1%
100000000	2	< 0.1%
85900000	1	< 0.1%

Idle Mean
Real number (ℝ_≥0)

ZEROS

Distinct	58489
Distinct (%)	8.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	5030473.268

Minimum	0
Maximum	120000000
Zeros	571083
Zeros (%)	81.2%
Negative	0
Negative (%)	0.0%
Memory size	5.4 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	40600000
Maximum	120000000
Range	120000000
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	15826198.73
Coefficient of variation (CV)	3.146065567
Kurtosis	16.66758851
Mean	5030473.268
Median Absolute Deviation (MAD)	0
Skewness	4.022649488
Sum	3.537655173 × 10¹²
Variance	2.504685663 × 10¹⁴
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	571083	81.2%
10000000	10354	1.5%
10200000	3962	0.6%
10100000	2587	0.4%
58500000	869	0.1%
58600000	864	0.1%
58700000	799	0.1%
12000000	790	0.1%
58400000	759	0.1%
39200000	753	0.1%
Other values (58479)	110425	15.7%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	571083	81.2%
5000001	1	< 0.1%
5000011	1	< 0.1%
5000014	1	< 0.1%
5000030	1	< 0.1%

Value	Count	Frequency (%)
120000000	40	< 0.1%
119000000	85	< 0.1%
118000000	85	< 0.1%
117000000	72	< 0.1%
116000000	60	< 0.1%

Idle Std
Real number (ℝ_≥0)

ZEROS

Distinct	36010
Distinct (%)	5.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1231938.516

Minimum	0
Maximum	76600000
Zeros	649318
Zeros (%)	92.3%
Negative	0
Negative (%)	0.0%
Memory size	5.4 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	70182.60756
Maximum	76600000
Range	76600000
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	7536520.71
Coefficient of variation (CV)	6.117611074
Kurtosis	38.31842115
Mean	1231938.516
Median Absolute Deviation (MAD)	0
Skewness	6.257615171
Sum	8.66354602 × 10¹¹
Variance	5.679914442 × 10¹³
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	649318	92.3%
42800000	185	< 0.1%
54800000	158	< 0.1%
44000000	155	< 0.1%
47000000	152	< 0.1%
45600000	142	< 0.1%
46700000	137	< 0.1%
48400000	136	< 0.1%
41200000	133	< 0.1%
41300000	129	< 0.1%
Other values (36000)	52600	7.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	649318	92.3%
1.414213562	1	< 0.1%
2.828427125	2	< 0.1%
3.535533906	1	< 0.1%
4.949747468	1	< 0.1%

Value	Count	Frequency (%)
76600000	1	< 0.1%
74200000	1	< 0.1%
73100000	1	< 0.1%
72600000	1	< 0.1%
71600000	1	< 0.1%

Idle Max
Real number (ℝ_≥0)

ZEROS

Distinct	44781
Distinct (%)	6.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	5904586.675

Minimum	0
Maximum	120000000
Zeros	571083
Zeros (%)	81.2%
Negative	0
Negative (%)	0.0%
Memory size	5.4 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	59000000
Maximum	120000000
Range	120000000
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	18542194.44
Coefficient of variation (CV)	3.140303541
Kurtosis	12.25439244
Mean	5904586.675
Median Absolute Deviation (MAD)	0
Skewness	3.63033006
Sum	4.152371056 × 10¹²
Variance	3.438129747 × 10¹⁴
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	571083	81.2%
10000000	20902	3.0%
10200000	5725	0.8%
10100000	3172	0.5%
58900000	1936	0.3%
58800000	1135	0.2%
12000000	781	0.1%
59000000	720	0.1%
58700000	640	0.1%
58600000	560	0.1%
Other values (44771)	96591	13.7%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	571083	81.2%
5000001	1	< 0.1%
5000011	1	< 0.1%
5000014	1	< 0.1%
5000030	1	< 0.1%

Value	Count	Frequency (%)
120000000	40	< 0.1%
119000000	85	< 0.1%
118000000	85	< 0.1%
117000000	72	< 0.1%
116000000	60	< 0.1%

Idle Min
Real number (ℝ_≥0)

ZEROS

Distinct	73855
Distinct (%)	10.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	4132827.877

Minimum	0
Maximum	120000000
Zeros	571083
Zeros (%)	81.2%
Negative	0
Negative (%)	0.0%
Memory size	5.4 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	11500000
Maximum	120000000
Range	120000000
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	14632857.42
Coefficient of variation (CV)	3.540640416
Kurtosis	23.8917053
Mean	4132827.877
Median Absolute Deviation (MAD)	0
Skewness	4.834095768
Sum	2.906390541 × 10¹²
Variance	2.141205162 × 10¹⁴
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	571083	81.2%
10000000	6184	0.9%
10100000	2854	0.4%
10200000	1559	0.2%
12000000	994	0.1%
58000000	963	0.1%
12100000	758	0.1%
58100000	730	0.1%
11100000	674	0.1%
58200000	654	0.1%
Other values (73845)	116792	16.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	571083	81.2%
5000001	1	< 0.1%
5000005	1	< 0.1%
5000011	2	< 0.1%
5000014	1	< 0.1%

Value	Count	Frequency (%)
120000000	40	< 0.1%
119000000	85	< 0.1%
118000000	85	< 0.1%
117000000	72	< 0.1%
116000000	60	< 0.1%

Label
Categorical

Distinct	4
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	5.4 MiB

BENIGN	414322
PortScan	158930
DDoS	128027
Bot	1966

Overview
Categories

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	BENIGN
2nd row	BENIGN
3rd row	BENIGN
4th row	BENIGN
5th row	BENIGN

Common Values

Value	Count	Frequency (%)
BENIGN	414322	58.9%
PortScan	158930	22.6%
DDoS	128027	18.2%
Bot	1966	0.3%

Overview

Variables

Common Values